Triple

T3471855
Position Surface form Disambiguated ID Type / Status
Subject Berkhamsted E73278 entity
Predicate governingBody P46 FINISHED
Object Dacorum Borough Council
Dacorum Borough Council is the local government authority responsible for providing municipal services and administration across the Borough of Dacorum in Hertfordshire, England.
 E361402 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: Dacorum Borough Council | Statement: [Berkhamsted, governingBody, Dacorum Borough Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dacorum Borough Council
Context triple: [Berkhamsted, governingBody, Dacorum Borough Council]
  • A. 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.
  • B. Hounslow London Borough Council
    Hounslow London Borough Council is the local authority responsible for providing municipal services and governance across the London Borough of Hounslow in west London.
  • C. Hillingdon London Borough Council
    Hillingdon London Borough Council is the local authority responsible for providing municipal services and governance for the London Borough of Hillingdon in Greater London, England.
  • D. Royal Borough of Kingston upon Thames Council
    The Royal Borough of Kingston upon Thames Council is the local authority responsible for providing municipal services, governance, and strategic planning for the Royal Borough of Kingston upon Thames in southwest London, England.
  • E. Westminster City Council
    Westminster City Council is the local authority responsible for providing municipal services and governance for the City of Westminster in central London.
  • 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: Dacorum Borough Council
Triple: [Berkhamsted, governingBody, Dacorum Borough Council]
Generated description
Dacorum Borough Council is the local government authority responsible for providing municipal services and administration across the Borough of Dacorum in Hertfordshire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dacorum Borough Council
Target entity description: Dacorum Borough Council is the local government authority responsible for providing municipal services and administration across the Borough of Dacorum in Hertfordshire, England.
  • A. 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.
  • B. Hounslow London Borough Council
    Hounslow London Borough Council is the local authority responsible for providing municipal services and governance across the London Borough of Hounslow in west London.
  • C. Hillingdon London Borough Council
    Hillingdon London Borough Council is the local authority responsible for providing municipal services and governance for the London Borough of Hillingdon in Greater London, England.
  • D. Royal Borough of Kingston upon Thames Council
    The Royal Borough of Kingston upon Thames Council is the local authority responsible for providing municipal services, governance, and strategic planning for the Royal Borough of Kingston upon Thames in southwest London, England.
  • E. Westminster City Council
    Westminster City Council is the local authority responsible for providing municipal services and governance for the City of Westminster in central London.
  • 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_69ad85b2fed48190948c8765e453d270 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb3cc8488190b97c732e3f600a90 completed March 8, 2026, 6:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69b36810958c81908982e0ef996dc480 completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b368b4e504819094ca0adbdbe7bfd9 completed March 13, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3693a8d6481909dadce4ac6109ff3 completed March 13, 2026, 1:32 a.m.
Created at: March 8, 2026, 3:17 p.m.