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.