Triple

T3008704
Position Surface form Disambiguated ID Type / Status
Subject Grace Hopper E81962 entity
Predicate notableWork P4 FINISHED
Object FLOW-MATIC programming language
FLOW-MATIC programming language is an early English-like business data processing language developed in the 1950s that heavily influenced the design of COBOL.
E318038 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: FLOW-MATIC programming language | Statement: [Grace Hopper, notableWork, FLOW-MATIC programming language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FLOW-MATIC programming language
Context triple: [Grace Hopper, notableWork, FLOW-MATIC programming language]
  • A. Algol 68 Genie
    Algol 68 Genie is a modern, open-source implementation of the Algol 68 programming language designed for contemporary systems and practical use.
  • B. Algol 68
    Algol 68 is a high-level, structured programming language from the ALGOL family, notable for its orthogonal design and influence on many later languages.
  • C. Algol W
    Algol W is a block-structured, high-level programming language designed by Niklaus Wirth as a successor to ALGOL 60, incorporating features that influenced the later development of Pascal and other languages.
  • D. ALGOL 60
    ALGOL 60 is an early high-level programming language that pioneered block structure and lexical scoping, profoundly influencing the design of many later languages.
  • E. Algol 68C
    Algol 68C is a compiler implementation of the Algol 68 programming language, designed to translate its advanced structured constructs into executable machine code.
  • 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: FLOW-MATIC programming language
Triple: [Grace Hopper, notableWork, FLOW-MATIC programming language]
Generated description
FLOW-MATIC programming language is an early English-like business data processing language developed in the 1950s that heavily influenced the design of COBOL.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FLOW-MATIC programming language
Target entity description: FLOW-MATIC programming language is an early English-like business data processing language developed in the 1950s that heavily influenced the design of COBOL.
  • A. Algol 68 Genie
    Algol 68 Genie is a modern, open-source implementation of the Algol 68 programming language designed for contemporary systems and practical use.
  • B. Algol 68
    Algol 68 is a high-level, structured programming language from the ALGOL family, notable for its orthogonal design and influence on many later languages.
  • C. Algol W
    Algol W is a block-structured, high-level programming language designed by Niklaus Wirth as a successor to ALGOL 60, incorporating features that influenced the later development of Pascal and other languages.
  • D. ALGOL 60
    ALGOL 60 is an early high-level programming language that pioneered block structure and lexical scoping, profoundly influencing the design of many later languages.
  • E. Algol 68C
    Algol 68C is a compiler implementation of the Algol 68 programming language, designed to translate its advanced structured constructs into executable machine code.
  • 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_69ad8b1c4de88190a83b7cefaa1f2842 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a4ba6988190be29c00cd4266941 completed March 8, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b12e5f612c8190824deb0813a9f981 completed March 11, 2026, 8:57 a.m.
NEDg Description generation batch_69b12eec384881908e6bbb6b52a3f607 completed March 11, 2026, 8:59 a.m.
NED2 Entity disambiguation (via description) batch_69b1ca54a5ec8190b8f35119ae23051f completed March 11, 2026, 8:02 p.m.
Created at: March 8, 2026, 3 p.m.