Triple

T19906665
Position Surface form Disambiguated ID Type / Status
Subject finite element method E478434 entity
Predicate notableContributor P304 FINISHED
Object J. H. Argyris
J. H. Argyris was a pioneering engineer and mathematician recognized as one of the founders of the finite element method in computational mechanics.
E1400823 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: J. H. Argyris | Statement: [finite element method, notableContributor, J. H. Argyris]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: J. H. Argyris
Context triple: [finite element method, notableContributor, J. H. Argyris]
  • A. R.J. Forrester
    R.J. Forrester is a fictional character on the soap opera "The Bold and the Beautiful," known as the son of Ridge Forrester and Brooke Logan and a member of the central Forrester family.
  • B. Richard M. Cyert
    Richard M. Cyert was an American economist and organizational theorist best known for his influential work on behavioral theories of the firm and his long tenure as president of Carnegie Mellon University.
  • C. Stafford Beer
    Stafford Beer was a British theorist and consultant who pioneered the application of cybernetics to management and organizational design, notably through his Viable System Model.
  • D. Ralph Ziman
    Ralph Ziman is a South African filmmaker and artist known for directing feature films, music videos, and creating politically charged visual art.
  • E. Robert Ennis Turoff
    Robert Ennis Turoff is a theatre professional best known as the founder of Florida Studio Theatre, a prominent regional theatre company in Sarasota, Florida.
  • 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: J. H. Argyris
Triple: [finite element method, notableContributor, J. H. Argyris]
Generated description
J. H. Argyris was a pioneering engineer and mathematician recognized as one of the founders of the finite element method in computational mechanics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: J. H. Argyris
Target entity description: J. H. Argyris was a pioneering engineer and mathematician recognized as one of the founders of the finite element method in computational mechanics.
  • A. R.J. Forrester
    R.J. Forrester is a fictional character on the soap opera "The Bold and the Beautiful," known as the son of Ridge Forrester and Brooke Logan and a member of the central Forrester family.
  • B. Richard M. Cyert
    Richard M. Cyert was an American economist and organizational theorist best known for his influential work on behavioral theories of the firm and his long tenure as president of Carnegie Mellon University.
  • C. Stafford Beer
    Stafford Beer was a British theorist and consultant who pioneered the application of cybernetics to management and organizational design, notably through his Viable System Model.
  • D. Ralph Ziman
    Ralph Ziman is a South African filmmaker and artist known for directing feature films, music videos, and creating politically charged visual art.
  • E. Robert Ennis Turoff
    Robert Ennis Turoff is a theatre professional best known as the founder of Florida Studio Theatre, a prominent regional theatre company in Sarasota, Florida.
  • 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_69d8e520682081909892916424699bd5 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6598cc5108190bca2a47c9f8ef70f completed April 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea494af08190ac8c43797bff5012 completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07ee6d8ef481908987eef826425806 completed May 16, 2026, 4:11 a.m.
NED2 Entity disambiguation (via description) batch_6a07eec5b4788190b697a0b7382b5c2b completed May 16, 2026, 4:12 a.m.
Created at: April 10, 2026, 1:52 p.m.