Triple

T10866936
Position Surface form Disambiguated ID Type / Status
Subject Digital Marketplace E256553 entity
Predicate targetUser P481 FINISHED
Object UK local authorities
UK local authorities are regional and local government bodies in the United Kingdom responsible for delivering public services, implementing local policies, and managing community resources within their jurisdictions.
E891385 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: UK local authorities | Statement: [Digital Marketplace, targetUser, UK local authorities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UK local authorities
Context triple: [Digital Marketplace, targetUser, UK local authorities]
  • A. Scottish local authorities
    Scottish local authorities are the elected municipal councils in Scotland responsible for delivering local public services such as education, social care, housing, and transport within their respective areas.
  • B. English Local Government
    English Local Government is a multi-volume historical study by Sidney and Beatrice Webb examining the development, structure, and functions of local government in England.
  • C. London borough councils
    London borough councils are the local government authorities responsible for providing public services and administration within the individual boroughs that make up Greater London.
  • D. London Boroughs
    The London Boroughs are the 32 principal local government districts that, together with the City of London, make up Greater London in England.
  • E. Local Education Authorities
    Local Education Authorities were publicly accountable local bodies in England and Wales responsible for administering and overseeing state-funded education within their areas.
  • 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: UK local authorities
Triple: [Digital Marketplace, targetUser, UK local authorities]
Generated description
UK local authorities are regional and local government bodies in the United Kingdom responsible for delivering public services, implementing local policies, and managing community resources within their jurisdictions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UK local authorities
Target entity description: UK local authorities are regional and local government bodies in the United Kingdom responsible for delivering public services, implementing local policies, and managing community resources within their jurisdictions.
  • A. Scottish local authorities
    Scottish local authorities are the elected municipal councils in Scotland responsible for delivering local public services such as education, social care, housing, and transport within their respective areas.
  • B. English Local Government
    English Local Government is a multi-volume historical study by Sidney and Beatrice Webb examining the development, structure, and functions of local government in England.
  • C. London borough councils
    London borough councils are the local government authorities responsible for providing public services and administration within the individual boroughs that make up Greater London.
  • D. London Boroughs
    The London Boroughs are the 32 principal local government districts that, together with the City of London, make up Greater London in England.
  • E. Local Education Authorities
    Local Education Authorities were publicly accountable local bodies in England and Wales responsible for administering and overseeing state-funded education within their areas.
  • 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_69d6aa83d1448190a66d93c32394d21f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7516e15448190aefdba1aa635baea completed April 9, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69dff7d7b32081909dd5f8ae3fe293be completed April 15, 2026, 8:40 p.m.
NEDg Description generation batch_69e0b498df2481908c964d53b1782774 completed April 16, 2026, 10:06 a.m.
NED2 Entity disambiguation (via description) batch_69e11e21fc2c8190878a877ecd3b465e completed April 16, 2026, 5:36 p.m.
Created at: April 8, 2026, 9:20 p.m.