Triple
T14825652
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peter Calthorpe |
E348562
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Calthorpe Associates
Calthorpe Associates is an urban design and planning firm known for pioneering transit-oriented development and sustainable, walkable community design.
|
E1122701
|
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: Calthorpe Associates | Statement: [Peter Calthorpe, founded, Calthorpe Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Calthorpe Associates Context triple: [Peter Calthorpe, founded, Calthorpe Associates]
-
A.
Parish-Hadley Associates
Parish-Hadley Associates was a highly influential American interior design firm renowned for shaping 20th-century high-society and traditional interior aesthetics.
-
B.
Robert Fairfield Associates
Robert Fairfield Associates is an architectural firm best known for designing prominent cultural venues such as the Stratford Festival Theatre in Ontario, Canada.
-
C.
Robin Moorhouse and Associates
Robin Moorhouse and Associates is an Australian architectural and design firm known for creating commemorative and memorial structures, including the Australian Service Nurses National Memorial in Canberra.
-
D.
Chetwoods Architects
Chetwoods Architects is a British architectural practice known for innovative, sustainable designs across cultural, commercial, and infrastructure projects.
-
E.
Cooper-Lecky Architects
Cooper-Lecky Architects is an American architectural firm best known for creating prominent public memorials, including the Korean War Veterans Memorial in Washington, D.C.
- 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: Calthorpe Associates Triple: [Peter Calthorpe, founded, Calthorpe Associates]
Generated description
Calthorpe Associates is an urban design and planning firm known for pioneering transit-oriented development and sustainable, walkable community design.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Calthorpe Associates Target entity description: Calthorpe Associates is an urban design and planning firm known for pioneering transit-oriented development and sustainable, walkable community design.
-
A.
Parish-Hadley Associates
Parish-Hadley Associates was a highly influential American interior design firm renowned for shaping 20th-century high-society and traditional interior aesthetics.
-
B.
Robert Fairfield Associates
Robert Fairfield Associates is an architectural firm best known for designing prominent cultural venues such as the Stratford Festival Theatre in Ontario, Canada.
-
C.
Robin Moorhouse and Associates
Robin Moorhouse and Associates is an Australian architectural and design firm known for creating commemorative and memorial structures, including the Australian Service Nurses National Memorial in Canberra.
-
D.
Chetwoods Architects
Chetwoods Architects is a British architectural practice known for innovative, sustainable designs across cultural, commercial, and infrastructure projects.
-
E.
Cooper-Lecky Architects
Cooper-Lecky Architects is an American architectural firm best known for creating prominent public memorials, including the Korean War Veterans Memorial in Washington, D.C.
- 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded0713700819097bbb0352650984b |
completed | April 14, 2026, 11:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe389f48cc819089d860f0208dd465 |
completed | May 8, 2026, 7:25 p.m. |
| NEDg | Description generation | batch_69fe3a2167348190bb428c7f23ec9748 |
completed | May 8, 2026, 7:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe3aee9d248190b202c7252f290f38 |
completed | May 8, 2026, 7:35 p.m. |
Created at: April 10, 2026, 1:51 a.m.