Triple
T2532118
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | HGA Architects and Engineers |
E56183
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Bruce Abrahamson
Bruce Abrahamson is an architect and business leader best known for establishing the design firm HGA Architects and Engineers.
|
E282763
|
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: Bruce Abrahamson | Statement: [HGA Architects and Engineers, founder, Bruce Abrahamson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bruce Abrahamson Context triple: [HGA Architects and Engineers, founder, Bruce Abrahamson]
-
A.
Paul Isenberg
Paul Isenberg was a 19th-century German-born businessman and plantation manager in Hawaii who became a prominent figure in the islands’ sugar industry and local politics.
-
B.
Gerald W. Abrams
Gerald W. Abrams is an American television producer known for his work on TV movies and series and as the father of filmmaker J. J. Abrams.
-
C.
Philip Brownstein
Philip Brownstein was a professional basketball coach best known for leading the early NBA-era Chicago Stags franchise.
-
D.
Andrew Heiskell
Andrew Heiskell was an American publishing executive and philanthropist best known as a longtime leader of Time Inc. and a prominent figure in New York’s cultural and civic life.
-
E.
Lawrence Bender
Lawrence Bender is an American film producer best known for his longtime collaboration with Quentin Tarantino on influential films such as "Pulp Fiction" and the "Kill Bill" series.
- 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: Bruce Abrahamson Triple: [HGA Architects and Engineers, founder, Bruce Abrahamson]
Generated description
Bruce Abrahamson is an architect and business leader best known for establishing the design firm HGA Architects and Engineers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bruce Abrahamson Target entity description: Bruce Abrahamson is an architect and business leader best known for establishing the design firm HGA Architects and Engineers.
-
A.
Paul Isenberg
Paul Isenberg was a 19th-century German-born businessman and plantation manager in Hawaii who became a prominent figure in the islands’ sugar industry and local politics.
-
B.
Gerald W. Abrams
Gerald W. Abrams is an American television producer known for his work on TV movies and series and as the father of filmmaker J. J. Abrams.
-
C.
Philip Brownstein
Philip Brownstein was a professional basketball coach best known for leading the early NBA-era Chicago Stags franchise.
-
D.
Andrew Heiskell
Andrew Heiskell was an American publishing executive and philanthropist best known as a longtime leader of Time Inc. and a prominent figure in New York’s cultural and civic life.
-
E.
Lawrence Bender
Lawrence Bender is an American film producer best known for his longtime collaboration with Quentin Tarantino on influential films such as "Pulp Fiction" and the "Kill Bill" series.
- 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_69ab4a48e4f081908f1218d244608659 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd279cf108190b03fb6e0265f39d9 |
completed | March 7, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af906b656081908df9a8b874aaa340 |
completed | March 10, 2026, 3:30 a.m. |
| NEDg | Description generation | batch_69af90db69d08190933af04c4392be38 |
completed | March 10, 2026, 3:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af914fd3e48190860e2c4bd0a310b6 |
completed | March 10, 2026, 3:34 a.m. |
Created at: March 6, 2026, 9:47 p.m.