Triple
T7666455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Uncle Bob |
E173635
|
entity |
| Predicate | refersTo |
P37
|
FINISHED |
| Object | Robert C. Martin |
E178251
|
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: Robert C. Martin | Statement: [Uncle Bob, refersTo, Robert C. Martin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert C. Martin Context triple: [Uncle Bob, refersTo, Robert C. Martin]
-
A.
Robert C. Martin
chosen
Robert C. Martin, often known as "Uncle Bob," is a prominent software engineer, author, and speaker recognized for his influential work on agile development principles and software craftsmanship.
-
B.
Martin Fowler
Martin Fowler is a prominent software engineer and author known for his influential work on software design, refactoring, and agile methodologies.
-
C.
Alistair Cockburn
Alistair Cockburn is a software development expert and one of the original signatories of the Agile Manifesto, known for his work on agile methodologies and use-case driven development.
-
D.
Ron Jeffries
Ron Jeffries is a prominent software developer and consultant best known as one of the original creators of Extreme Programming (XP) and an influential advocate of agile software development practices.
-
E.
Erich Gamma
Erich Gamma is a Swiss software engineer and one of the "Gang of Four" authors renowned for formalizing and popularizing object-oriented design patterns.
- 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_69c699562484819086752091e3164a27 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701c1383c8190ab5bf803bd6211a9 |
completed | March 27, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b260000819088d744ea8dc53cd2 |
completed | March 29, 2026, 3:23 a.m. |
Created at: March 27, 2026, 4 p.m.