Triple
T7977416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Rumbaugh |
E185480
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Three Amigos (software engineering)
Three Amigos (software engineering) is a collaborative practice in software development where three key perspectives—typically business, development, and testing—work together to clarify requirements and improve quality.
|
E704892
|
NE FINISHED |
How this triple was built (4 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: Three Amigos (software engineering) | Statement: [James Rumbaugh, memberOf, Three Amigos (software engineering)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Three Amigos (software engineering) Context triple: [James Rumbaugh, memberOf, Three Amigos (software engineering)]
-
A.
The Three Amigos of Cinema
The Three Amigos of Cinema is an informal trio of acclaimed Mexican filmmakers—Alfonso Cuarón, Alejandro G. Iñárritu, and Guillermo del Toro—known for their influential, award-winning contributions to contemporary world cinema.
-
B.
The Trio Project
The Trio Project is a jazz fusion ensemble led by virtuosic Japanese pianist Hiromi Uehara, known for its high-energy performances and intricate, genre-blending compositions.
-
C.
Three Amigos
Three Amigos is a 1986 comedy film starring Steve Martin, Chevy Chase, and Martin Short as out-of-work silent film actors mistaken for real heroes in a Mexican village.
-
D.
Toesca
Toesca is an Italian-origin surname best known through Joaquín Toesca, an 18th-century architect influential in colonial Chilean architecture.
-
E.
Team of Teams
Team of Teams is a leadership and organizational strategy book by retired U.S. General Stanley McChrystal that advocates for flexible, networked structures to improve adaptability in complex environments.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Three Amigos (software engineering) Triple: [James Rumbaugh, memberOf, Three Amigos (software engineering)]
Generated description
Three Amigos (software engineering) is a collaborative practice in software development where three key perspectives—typically business, development, and testing—work together to clarify requirements and improve quality.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Three Amigos (software engineering) Target entity description: Three Amigos (software engineering) is a collaborative practice in software development where three key perspectives—typically business, development, and testing—work together to clarify requirements and improve quality.
-
A.
The Three Amigos of Cinema
The Three Amigos of Cinema is an informal trio of acclaimed Mexican filmmakers—Alfonso Cuarón, Alejandro G. Iñárritu, and Guillermo del Toro—known for their influential, award-winning contributions to contemporary world cinema.
-
B.
The Trio Project
The Trio Project is a jazz fusion ensemble led by virtuosic Japanese pianist Hiromi Uehara, known for its high-energy performances and intricate, genre-blending compositions.
-
C.
Three Amigos
Three Amigos is a 1986 comedy film starring Steve Martin, Chevy Chase, and Martin Short as out-of-work silent film actors mistaken for real heroes in a Mexican village.
-
D.
Toesca
Toesca is an Italian-origin surname best known through Joaquín Toesca, an 18th-century architect influential in colonial Chilean architecture.
-
E.
Team of Teams
Team of Teams is a leadership and organizational strategy book by retired U.S. General Stanley McChrystal that advocates for flexible, networked structures to improve adaptability in complex environments.
- F. None of above. chosen
Provenance (5 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_69cbe0cc09a081909cb92cd4864ef50d |
completed | March 31, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_69cc46c11e68819087f5083bb85ec7ab |
completed | March 31, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc47fa1524819089ef5b3f8bf7f670 |
completed | March 31, 2026, 10:17 p.m. |
Created at: March 30, 2026, 5:14 p.m.