Triple

T17714212
Position Surface form Disambiguated ID Type / Status
Subject Witham (UK Parliament constituency) E442147 entity
Predicate predecessorConstituency P16751 FINISHED
Object North Essex (UK Parliament constituency)
North Essex was a former UK parliamentary constituency in the county of Essex, England, represented in the House of Commons at various periods before being replaced by newer constituencies such as Witham.
E1284308 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 Essex (UK Parliament constituency) | Statement: [Witham (UK Parliament constituency), predecessorConstituency, North Essex (UK Parliament constituency)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Essex (UK Parliament constituency)
Context triple: [Witham (UK Parliament constituency), predecessorConstituency, North Essex (UK Parliament constituency)]
  • A. Essex (UK Parliament constituency)
    Essex (UK Parliament constituency) was a historic parliamentary constituency in England that elected Members of Parliament to the House of Commons before being divided into smaller seats such as Chelmsford.
  • B. North East Hampshire (UK Parliament constituency)
    North East Hampshire is a UK parliamentary constituency in the county of Hampshire, represented in the House of Commons and covering a largely rural and suburban area including towns such as Fleet and Yateley.
  • C. North East Cambridgeshire (UK Parliament constituency)
    North East Cambridgeshire is a largely rural UK parliamentary constituency in Cambridgeshire, England, centered on the Fenland district and known as a safe Conservative seat.
  • D. North West Cambridgeshire (UK Parliament constituency)
    North West Cambridgeshire is a UK parliamentary constituency in Cambridgeshire that covers parts of Peterborough and surrounding areas, electing one Member of Parliament to the House of Commons.
  • E. East Hampshire (UK Parliament constituency)
    East Hampshire is a UK parliamentary constituency in Hampshire represented in the House of Commons, covering a largely rural area of towns and villages in the eastern part of the county.
  • 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 Essex (UK Parliament constituency)
Triple: [Witham (UK Parliament constituency), predecessorConstituency, North Essex (UK Parliament constituency)]
Generated description
North Essex was a former UK parliamentary constituency in the county of Essex, England, represented in the House of Commons at various periods before being replaced by newer constituencies such as Witham.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Essex (UK Parliament constituency)
Target entity description: North Essex was a former UK parliamentary constituency in the county of Essex, England, represented in the House of Commons at various periods before being replaced by newer constituencies such as Witham.
  • A. Essex (UK Parliament constituency)
    Essex (UK Parliament constituency) was a historic parliamentary constituency in England that elected Members of Parliament to the House of Commons before being divided into smaller seats such as Chelmsford.
  • B. North East Hampshire (UK Parliament constituency)
    North East Hampshire is a UK parliamentary constituency in the county of Hampshire, represented in the House of Commons and covering a largely rural and suburban area including towns such as Fleet and Yateley.
  • C. North East Cambridgeshire (UK Parliament constituency)
    North East Cambridgeshire is a largely rural UK parliamentary constituency in Cambridgeshire, England, centered on the Fenland district and known as a safe Conservative seat.
  • D. North West Cambridgeshire (UK Parliament constituency)
    North West Cambridgeshire is a UK parliamentary constituency in Cambridgeshire that covers parts of Peterborough and surrounding areas, electing one Member of Parliament to the House of Commons.
  • E. East Hampshire (UK Parliament constituency)
    East Hampshire is a UK parliamentary constituency in Hampshire represented in the House of Commons, covering a largely rural area of towns and villages in the eastern part of the county.
  • 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_69d8b9ec79688190b86bdcef85a7b3aa completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4747f217081909010f396caaf03be completed April 19, 2026, 6:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a023027e52c81908e320ae9a84b8874 completed May 11, 2026, 7:38 p.m.
NEDg Description generation batch_6a0230ae9f948190981751c9ca0e9031 completed May 11, 2026, 7:40 p.m.
NED2 Entity disambiguation (via description) batch_6a0234879d348190b023d0522318399d completed May 11, 2026, 7:56 p.m.
Created at: April 10, 2026, 10:06 a.m.