Triple

T8942189
Position Surface form Disambiguated ID Type / Status
Subject West Cambridge E212928 entity
Predicate hasNeighbour P5707 FINISHED
Object North West Cambridge Development E260411 NE FINISHED

How this triple was built (2 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: [West Cambridge, hasNeighbour, North West Cambridge Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North West Cambridge Development
Context triple: [West Cambridge, hasNeighbour, North West Cambridge Development]
  • A. North West Cambridge Development chosen
    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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca839694c88190b324ffeb43d23b08 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66b9c14c8190b80c3df0cdba2747 completed April 1, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1f418708190b1272209f61e3a51 completed April 3, 2026, 1:34 p.m.
Created at: March 30, 2026, 6:58 p.m.