Triple
T14825653
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peter Calthorpe |
E348562
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Calthorpe Analytics
Calthorpe Analytics is an urban planning and data analytics firm that develops tools to model, visualize, and evaluate the impacts of land use and transportation decisions on sustainability and livability.
|
E1122702
|
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 Analytics | Statement: [Peter Calthorpe, founded, Calthorpe Analytics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Calthorpe Analytics Context triple: [Peter Calthorpe, founded, Calthorpe Analytics]
-
A.
Adastral Park
Adastral Park is a major telecommunications and technology research and business campus in Suffolk, England, best known as BT’s primary research and innovation centre.
-
B.
Lakehouse
"Lakehouse" is a song by the Icelandic indie folk/pop band Of Monsters and Men, known for its atmospheric sound and emotive storytelling.
-
C.
Talwyn Apogee
Talwyn Apogee is a skilled Markazian adventurer and ally of Ratchet and Clank, known for her leadership, combat abilities, and role in uncovering galactic mysteries in the Ratchet & Clank series.
-
D.
Headley Trust
The Headley Trust is a UK-based charitable foundation associated with the Sainsbury family that supports a wide range of causes including arts, heritage, education, and social welfare.
-
E.
Copplestone
Copplestone is a small village in Devon, England, known for its historic stone cross and rural setting.
- 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 Analytics Triple: [Peter Calthorpe, founded, Calthorpe Analytics]
Generated description
Calthorpe Analytics is an urban planning and data analytics firm that develops tools to model, visualize, and evaluate the impacts of land use and transportation decisions on sustainability and livability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Calthorpe Analytics Target entity description: Calthorpe Analytics is an urban planning and data analytics firm that develops tools to model, visualize, and evaluate the impacts of land use and transportation decisions on sustainability and livability.
-
A.
Adastral Park
Adastral Park is a major telecommunications and technology research and business campus in Suffolk, England, best known as BT’s primary research and innovation centre.
-
B.
Lakehouse
"Lakehouse" is a song by the Icelandic indie folk/pop band Of Monsters and Men, known for its atmospheric sound and emotive storytelling.
-
C.
Talwyn Apogee
Talwyn Apogee is a skilled Markazian adventurer and ally of Ratchet and Clank, known for her leadership, combat abilities, and role in uncovering galactic mysteries in the Ratchet & Clank series.
-
D.
Headley Trust
The Headley Trust is a UK-based charitable foundation associated with the Sainsbury family that supports a wide range of causes including arts, heritage, education, and social welfare.
-
E.
Copplestone
Copplestone is a small village in Devon, England, known for its historic stone cross and rural setting.
- 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.