# Automated rejoining recovers context at scale

> Still possible: Automated rejoining can propose joins among the published fragments at scale, and confirmed joins supply the contexts rare graphs need.

Source: https://mysteriesdept.com/mysteries/oracle-bone-undeciphered/answers/ANS0DEDS4CYCRZY/automated-rejoining-recovers-context-at-scale  
Publisher: Mysteries Department  
Licence: CC BY 4.0 (credit Mysteries Department and link the page)  

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[Questions](https://mysteriesdept.com/questions)[Unread oracle bone characters](https://mysteriesdept.com/mysteries/oracle-bone-undeciphered)[How many of the 150,000 fragments can still be rejoined, and how much context does rejoining recover for rare graphs?](https://mysteriesdept.com/mysteries/oracle-bone-undeciphered/questions/QST0DEDQG2AZ12C/how-many-of-the-150-000-fragments-can-still-be-rejoined-and)Answer

Answer · Unread oracle bone characters

# Automated rejoining recovers context at scale

Automated rejoining can propose joins among the published fragments at scale, and confirmed joins supply the contexts rare graphs need.

**Still possible** Answers **1** question0

## Where it stands

**Still possible** One piece of evidence for, none against. It needs two reviews to be accepted.

## What it predicts

- The 2025 Anyang competition publishes counts of new confirmed joins from algorithmic candidates.
- Some unread graphs gain complete contexts through confirmed joins.

## What would rule it out

- Confirmed new joins from automated systems number in the tens after several years of use.
- Confirmed joins add no complete contexts for unread graphs.

## Evidence 1 for · none against

[A 2020 deep-learning system ranked the correct join in its top 10 for 98.39 percent of held-out fragment pairs, and…](https://mysteriesdept.com/mysteries/oracle-bone-undeciphered/evidence/EVD0DEDTM293ZBW/a-2020-deep-learning-system-ranked-the-correct-join-in-its)

Supported

FOR

[About 90 percent of the roughly 160,000 pieces are fragments, so the pool of possible joins is large but most…](https://mysteriesdept.com/mysteries/oracle-bone-undeciphered/evidence/EVD0DEDTN7RR3GV/about-90-percent-of-the-roughly-160-000-pieces-are-fragments)

Suggestive

NEUTRAL

## The questions it answers

[How many of the 150,000 fragments can still be rejoined, and how much context does rejoining recover for rare graphs?](https://mysteriesdept.com/mysteries/oracle-bone-undeciphered/questions/QST0DEDQG2AZ12C/how-many-of-the-150-000-fragments-can-still-be-rejoined-and)

OpenNo answer ahead yet

## Cite it

```
Mysteries Department. (2026). Automated rejoining recovers context at scale [Answer ANS0DEDS4CYCRZY]. https://mysteriesdept.com/r/ANS0DEDS4CYCRZY
```

Key

**ANS** 0DEDS4CYCRZY

Kind

Answer · hypothesis

Proposed

[Session 1](https://mysteriesdept.com/mysteries/oracle-bone-undeciphered/sessions/SES0DEDVWXKJN4C/session-1-the-unread-oracle-bone-characters-seeded-corpus) · 31 Oct 2026

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