Triple

T2794299
Position Surface form Disambiguated ID Type / Status
Subject Maldon, Essex, England E52999 entity
Predicate governingBody P46 FINISHED
Object Maldon District Council
Maldon District Council is the local authority responsible for providing municipal services and governance for the Maldon district in Essex, England.
E299368 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: Maldon District Council | Statement: [Maldon, Essex, England, governingBody, Maldon District Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maldon District Council
Context triple: [Maldon, Essex, England, governingBody, Maldon District Council]
  • A. Essex County Council
    Essex County Council is the local government authority responsible for providing county-level public services and administration across Essex, England.
  • B. Huntingdonshire District Council
    Huntingdonshire District Council is the local government authority responsible for providing district-level services and administration across the Huntingdonshire area of Cambridgeshire, England.
  • C. Hertfordshire County Council
    Hertfordshire County Council is the upper-tier local government authority responsible for providing county-wide services such as education, transport, and social care across Hertfordshire in England.
  • D. Luton Borough Council
    Luton Borough Council is the local government authority for the town of Luton in Bedfordshire, England, responsible for providing public services and administering local policies.
  • E. Middlesex Borough Council
    Middlesex Borough Council is the municipal governing body responsible for setting local policy, passing ordinances, and overseeing services in Middlesex Borough, New Jersey.
  • 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: Maldon District Council
Triple: [Maldon, Essex, England, governingBody, Maldon District Council]
Generated description
Maldon District Council is the local authority responsible for providing municipal services and governance for the Maldon district in Essex, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maldon District Council
Target entity description: Maldon District Council is the local authority responsible for providing municipal services and governance for the Maldon district in Essex, England.
  • A. Essex County Council
    Essex County Council is the local government authority responsible for providing county-level public services and administration across Essex, England.
  • B. Huntingdonshire District Council
    Huntingdonshire District Council is the local government authority responsible for providing district-level services and administration across the Huntingdonshire area of Cambridgeshire, England.
  • C. Hertfordshire County Council
    Hertfordshire County Council is the upper-tier local government authority responsible for providing county-wide services such as education, transport, and social care across Hertfordshire in England.
  • D. Luton Borough Council
    Luton Borough Council is the local government authority for the town of Luton in Bedfordshire, England, responsible for providing public services and administering local policies.
  • E. Middlesex Borough Council
    Middlesex Borough Council is the municipal governing body responsible for setting local policy, passing ordinances, and overseeing services in Middlesex Borough, New Jersey.
  • 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_69ab495a90788190941b6917e1eca3a6 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abddd48bcc819083f4ec59d66f0ece completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc6618fb88190a653ae0d15e1a0d4 completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc6d485d88190b281abec460ff24d completed March 10, 2026, 7:23 a.m.
NED2 Entity disambiguation (via description) batch_69afc7527b708190b8adffb18ceb4c82 completed March 10, 2026, 7:25 a.m.
Created at: March 6, 2026, 9:58 p.m.