Triple

T2385129
Position Surface form Disambiguated ID Type / Status
Subject University of Cambridge sites E48802 entity
Predicate hasPart P35 FINISHED
Object North West Cambridge Development
North West Cambridge Development is a major mixed-use expansion of the University of Cambridge, providing new housing, academic facilities, and community amenities on the northwest edge of the city.
E260411 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: North West Cambridge Development | Statement: [University of Cambridge sites, hasPart, North West Cambridge Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North West Cambridge Development
Context triple: [University of Cambridge sites, hasPart, North West Cambridge Development]
  • A. Southwest Cambridge
    Southwest Cambridge is a district of the city of Cambridge, England, encompassing residential areas, green spaces, and key local roads such as Newnham Road.
  • B. Cambridge Business Park
    Cambridge Business Park is a major office and technology campus in Cambridge, England, hosting numerous high-tech, telecommunications, and business service companies within the broader Silicon Fen cluster.
  • C. Cambridge Southern Fringe
    Cambridge Southern Fringe is a major urban expansion area on the southern edge of Cambridge, England, encompassing significant residential, commercial, and research developments.
  • D. Greater Cambridge Partnership
    The Greater Cambridge Partnership is a local public-sector collaboration focused on delivering major transport, housing, and infrastructure improvements to support sustainable growth in the Greater Cambridge area.
  • E. North Cambridge
    North Cambridge is a residential neighborhood in the northern part of Cambridge, Massachusetts, known for its diverse community, local businesses, and access to public transit.
  • 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: North West Cambridge Development
Triple: [University of Cambridge sites, hasPart, North West Cambridge Development]
Generated description
North West Cambridge Development is a major mixed-use expansion of the University of Cambridge, providing new housing, academic facilities, and community amenities on the northwest edge of the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North West Cambridge Development
Target entity description: North West Cambridge Development is a major mixed-use expansion of the University of Cambridge, providing new housing, academic facilities, and community amenities on the northwest edge of the city.
  • A. Southwest Cambridge
    Southwest Cambridge is a district of the city of Cambridge, England, encompassing residential areas, green spaces, and key local roads such as Newnham Road.
  • B. Cambridge Business Park
    Cambridge Business Park is a major office and technology campus in Cambridge, England, hosting numerous high-tech, telecommunications, and business service companies within the broader Silicon Fen cluster.
  • C. Cambridge Southern Fringe
    Cambridge Southern Fringe is a major urban expansion area on the southern edge of Cambridge, England, encompassing significant residential, commercial, and research developments.
  • D. Greater Cambridge Partnership
    The Greater Cambridge Partnership is a local public-sector collaboration focused on delivering major transport, housing, and infrastructure improvements to support sustainable growth in the Greater Cambridge area.
  • E. North Cambridge
    North Cambridge is a residential neighborhood in the northern part of Cambridge, Massachusetts, known for its diverse community, local businesses, and access to public transit.
  • 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_69a88aa5f63081908d07fd302029fcbd completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc7d8a918819089a210e74e13be6e completed March 7, 2026, 6:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea8bae2ec8190962479832bf7762e completed March 9, 2026, 11:02 a.m.
NEDg Description generation batch_69aeab4258f88190a7a009d0fa501dd4 completed March 9, 2026, 11:13 a.m.
NED2 Entity disambiguation (via description) batch_69aeaba59cd08190981af351019b3e81 completed March 9, 2026, 11:14 a.m.
Created at: March 4, 2026, 7:57 p.m.