Triple

T17175519
Position Surface form Disambiguated ID Type / Status
Subject Barry W. Boehm E416848 entity
Predicate familyName P18 FINISHED
Object Boehm
Boehm is a surname most prominently associated with Barry W. Boehm, an influential American software engineer known for his work on software cost estimation and the Spiral Model of software development.
 E1254545 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: Boehm | Statement: [Barry W. Boehm, familyName, Boehm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Boehm
Context triple: [Barry W. Boehm, familyName, Boehm]
  • A. Boyer
    Boyer is a surname most notably associated with Herbert Boyer, a pioneering biochemist and co-founder of the biotechnology company Genentech.
  • B. Dekker
    Dekker is a Dutch-origin surname borne by various notable individuals across fields such as literature, sports, and entertainment.
  • C. Bonger
    Bonger is a Dutch surname most notably associated with Johanna van Gogh-Bonger, the key figure in preserving and promoting Vincent van Gogh’s artistic legacy.
  • D. Backus
    Backus is a surname most notably associated with John Backus, the American computer scientist who led the development of the Fortran programming language.
  • E. Gurevich
    Gurevich is a Russian and Jewish surname borne by various notable figures in fields such as aviation, mathematics, and the arts.
  • 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: Boehm
Triple: [Barry W. Boehm, familyName, Boehm]
Generated description
Boehm is a surname most prominently associated with Barry W. Boehm, an influential American software engineer known for his work on software cost estimation and the Spiral Model of software development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Boehm
Target entity description: Boehm is a surname most prominently associated with Barry W. Boehm, an influential American software engineer known for his work on software cost estimation and the Spiral Model of software development.
  • A. Boyer
    Boyer is a surname most notably associated with Herbert Boyer, a pioneering biochemist and co-founder of the biotechnology company Genentech.
  • B. Dekker
    Dekker is a Dutch-origin surname borne by various notable individuals across fields such as literature, sports, and entertainment.
  • C. Bonger
    Bonger is a Dutch surname most notably associated with Johanna van Gogh-Bonger, the key figure in preserving and promoting Vincent van Gogh’s artistic legacy.
  • D. Backus
    Backus is a surname most notably associated with John Backus, the American computer scientist who led the development of the Fortran programming language.
  • E. Gurevich
    Gurevich is a Russian and Jewish surname borne by various notable figures in fields such as aviation, mathematics, and the arts.
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3fc0cec448190b30466628a2ff23f completed April 18, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0148435f6081909bfc6cc1ef59d971 completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a014a4fdcf081908be68b1eda2066df completed May 11, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_6a014adf25808190ad712fbd7560e91d completed May 11, 2026, 3:19 a.m.
Created at: April 10, 2026, 5:37 a.m.