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.