Triple

T8584273
Position Surface form Disambiguated ID Type / Status
Subject Great Shelford E203262 entity
Predicate electoralWard P16735 FINISHED
Object Shelford ward
Shelford ward is a local electoral division in Cambridgeshire, England, that covers Great Shelford and its surrounding area for the purposes of electing representatives to the district council.
 E742675 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: Shelford ward | Statement: [Great Shelford, electoralWard, Shelford ward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shelford ward
Context triple: [Great Shelford, electoralWard, Shelford ward]
  • A. Dunvant ward
    Dunvant ward is an electoral division and suburban area within the City and County of Swansea in south Wales.
  • B. Baguley ward
    Baguley ward is a local electoral division within the City of Manchester, England, represented on the city council.
  • C. Eastbrook ward
    Eastbrook ward is an electoral division within the local government structure that represents part of the Southwick area on a local council.
  • D. Cockett ward
    Cockett ward is an electoral division and residential area within the city and county of Swansea in Wales.
  • E. Aston ward
    Aston ward is an electoral division within the Birmingham Ladywood constituency in Birmingham, England.
  • 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: Shelford ward
Triple: [Great Shelford, electoralWard, Shelford ward]
Generated description
Shelford ward is a local electoral division in Cambridgeshire, England, that covers Great Shelford and its surrounding area for the purposes of electing representatives to the district council.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shelford ward
Target entity description: Shelford ward is a local electoral division in Cambridgeshire, England, that covers Great Shelford and its surrounding area for the purposes of electing representatives to the district council.
  • A. Dunvant ward
    Dunvant ward is an electoral division and suburban area within the City and County of Swansea in south Wales.
  • B. Baguley ward
    Baguley ward is a local electoral division within the City of Manchester, England, represented on the city council.
  • C. Eastbrook ward
    Eastbrook ward is an electoral division within the local government structure that represents part of the Southwick area on a local council.
  • D. Cockett ward
    Cockett ward is an electoral division and residential area within the city and county of Swansea in Wales.
  • E. Aston ward
    Aston ward is an electoral division within the Birmingham Ladywood constituency in Birmingham, England.
  • 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_69ca8329bb7c8190a63c643730839103 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbeb1ecc188190bbe2ab8d2423505b completed March 31, 2026, 3:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce89bfb95c81909660460d5813fdaf completed April 2, 2026, 3:22 p.m.
NEDg Description generation batch_69ce8ac2aec0819087770c0e9dfd3174 completed April 2, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce8b637bbc819097bf333d348631cd completed April 2, 2026, 3:29 p.m.
Created at: March 30, 2026, 6:22 p.m.