Triple
T8828280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Linus’s Law |
E210070
|
entity |
| Predicate | hasFullName |
P16
|
FINISHED |
| Object | Given enough eyeballs, all bugs are shallow |
E210070
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Given enough eyeballs, all bugs are shallow | Statement: [Linus’s Law, hasFullName, Given enough eyeballs, all bugs are shallow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Given enough eyeballs, all bugs are shallow Context triple: [Linus’s Law, hasFullName, Given enough eyeballs, all bugs are shallow]
-
A.
“How to Report Bugs Effectively”
“How to Report Bugs Effectively” is a widely cited essay by Simon Tatham that teaches software users and testers how to write clear, useful bug reports that help developers diagnose and fix problems efficiently.
-
B.
The Cathedral and the Bazaar
The Cathedral and the Bazaar is a highly influential essay and book on open-source software development that contrasts centralized, top-down programming models with decentralized, collaborative approaches.
-
C.
How to Break Software
"How to Break Software" is a practical software testing book that teaches systematic techniques for finding defects by thinking like an attacker of software systems.
-
D.
Linus’s Law
chosen
Linus’s Law is the open-source software development principle that “given enough eyeballs, all bugs are shallow,” emphasizing the power of many reviewers to quickly find and fix defects.
-
E.
No Silver Bullet: Essence and Accidents of Software Engineering
"No Silver Bullet: Essence and Accidents of Software Engineering" is a seminal essay arguing that no single technology or practice will yield dramatic, order-of-magnitude improvements in software productivity, reliability, or simplicity.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ca8365b28081909e48e45e95dfc405 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc604ac0288190b59344bced8ac733 |
completed | April 1, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf896382708190a08c6bacf1157066 |
completed | April 3, 2026, 9:33 a.m. |
Created at: March 30, 2026, 6:47 p.m.