Triple

T4016197
Position Surface form Disambiguated ID Type / Status
Subject John C. Austin E90765 entity
Predicate employer P7 FINISHED
Object John C. Austin & Son (own firm)
John C. Austin & Son was the architectural firm established and run by American architect John C. Austin, through which he designed many of his notable projects.
E405805 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: John C. Austin & Son (own firm) | Statement: [John C. Austin, employer, John C. Austin & Son (own firm)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John C. Austin & Son (own firm)
Context triple: [John C. Austin, employer, John C. Austin & Son (own firm)]
  • A. Cram, Goodhue & Ferguson
    Cram, Goodhue & Ferguson was a prominent early 20th-century American architectural firm renowned for its Gothic Revival and collegiate designs, particularly churches and university buildings.
  • B. Hugh Stubbins and Associates
    Hugh Stubbins and Associates was an American architectural firm known for designing prominent public and institutional buildings in the late 20th century.
  • C. John McShain, Inc.
    John McShain, Inc. was a prominent American construction firm known for building major landmarks in Washington, D.C., including parts of the Pentagon and the Jefferson Memorial.
  • D. Harwood K. Smith and Partners
    Harwood K. Smith and Partners was the original architectural firm founded by Harwood K. Smith that later evolved into the global design practice now known as HKS, Inc.
  • E. Charles A. Ferry & Son
    Charles A. Ferry & Son was an American architectural firm known for designing prominent early 20th-century structures, including major collegiate athletic facilities.
  • 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: John C. Austin & Son (own firm)
Triple: [John C. Austin, employer, John C. Austin & Son (own firm)]
Generated description
John C. Austin & Son was the architectural firm established and run by American architect John C. Austin, through which he designed many of his notable projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John C. Austin & Son (own firm)
Target entity description: John C. Austin & Son was the architectural firm established and run by American architect John C. Austin, through which he designed many of his notable projects.
  • A. Cram, Goodhue & Ferguson
    Cram, Goodhue & Ferguson was a prominent early 20th-century American architectural firm renowned for its Gothic Revival and collegiate designs, particularly churches and university buildings.
  • B. Hugh Stubbins and Associates
    Hugh Stubbins and Associates was an American architectural firm known for designing prominent public and institutional buildings in the late 20th century.
  • C. John McShain, Inc.
    John McShain, Inc. was a prominent American construction firm known for building major landmarks in Washington, D.C., including parts of the Pentagon and the Jefferson Memorial.
  • D. Harwood K. Smith and Partners
    Harwood K. Smith and Partners was the original architectural firm founded by Harwood K. Smith that later evolved into the global design practice now known as HKS, Inc.
  • E. Charles A. Ferry & Son
    Charles A. Ferry & Son was an American architectural firm known for designing prominent early 20th-century structures, including major collegiate athletic facilities.
  • 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_69aed95e44088190aff7d90a151b1b20 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaa7352481908232534c89a698e7 completed March 9, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c768e5481908b184332e3c73588 completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54d06c7c881908b30ba813c009d25 completed March 14, 2026, 11:56 a.m.
NED2 Entity disambiguation (via description) batch_69b54d739e588190b23c06b10b4f540e completed March 14, 2026, 11:58 a.m.
Created at: March 9, 2026, 3:35 p.m.