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.