Triple
T7977414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Rumbaugh |
E185480
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object | Grady Booch |
E184308
|
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: Grady Booch | Statement: [James Rumbaugh, coAuthorWith, Grady Booch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grady Booch Context triple: [James Rumbaugh, coAuthorWith, Grady Booch]
-
A.
Grady Booch
chosen
Grady Booch is an American software engineer and author best known as a co-developer of the Unified Modeling Language (UML) and a pioneer in object-oriented design.
-
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.
James Rumbaugh
James Rumbaugh is an American computer scientist and software engineer best known as one of the original developers of the Unified Modeling Language (UML) and a pioneer in object-oriented modeling.
-
D.
Ivar Jacobson
Ivar Jacobson is a Swedish computer scientist and software engineer best known as a pioneer of object-oriented software engineering and a key contributor to the development of modern software modeling methods.
-
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_69ca829851908190b4e03829353ee7c3 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3bf716508190b4245bd5d89ae8c4 |
completed | March 31, 2026, 3:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccec9e21d881908963dcc38bcc2df0 |
completed | April 1, 2026, 9:59 a.m. |
Created at: March 30, 2026, 5:14 p.m.