Triple

T21475557
Position Surface form Disambiguated ID Type / Status
Subject Middleham E529851 entity
Predicate hasLocalGovernment P2820 FINISHED
Object Middleham Town Council
Middleham Town Council is the elected local authority responsible for representing and managing community affairs in the small market town of Middleham in North Yorkshire, England.
E1486767 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: Middleham Town Council | Statement: [Middleham, hasLocalGovernment, Middleham Town Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Middleham Town Council
Context triple: [Middleham, hasLocalGovernment, Middleham Town Council]
  • A. Mansfield Town Council
    Mansfield Town Council is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing town administration in Mansfield, Connecticut.
  • B. Middleton Parish Council
    Middleton Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the parish of Middleton.
  • C. Midgham Parish Council
    Midgham Parish Council is the local elected authority responsible for representing residents and managing community affairs in the village of Midgham, England.
  • D. Middleton Town Council
    Middleton Town Council is the municipal governing body responsible for local administration and decision-making in the town of Middleton, Nova Scotia.
  • E. Derwent Valley Council
    Derwent Valley Council is a local government area in Tasmania, Australia, encompassing rural communities and natural landscapes along the Derwent River.
  • 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: Middleham Town Council
Triple: [Middleham, hasLocalGovernment, Middleham Town Council]
Generated description
Middleham Town Council is the elected local authority responsible for representing and managing community affairs in the small market town of Middleham in North Yorkshire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Middleham Town Council
Target entity description: Middleham Town Council is the elected local authority responsible for representing and managing community affairs in the small market town of Middleham in North Yorkshire, England.
  • A. Mansfield Town Council
    Mansfield Town Council is the elected municipal governing body responsible for setting policy, passing local ordinances, and overseeing town administration in Mansfield, Connecticut.
  • B. Middleton Parish Council
    Middleton Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the parish of Middleton.
  • C. Midgham Parish Council
    Midgham Parish Council is the local elected authority responsible for representing residents and managing community affairs in the village of Midgham, England.
  • D. Middleton Town Council
    Middleton Town Council is the municipal governing body responsible for local administration and decision-making in the town of Middleton, Nova Scotia.
  • E. Derwent Valley Council
    Derwent Valley Council is a local government area in Tasmania, Australia, encompassing rural communities and natural landscapes along the Derwent River.
  • 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_69e0c459acb481909bb6ee452a0045c7 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea1737f881908ef7889e9568a4d3 completed April 23, 2026, 9:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09cffba6988190849cfdc01dc840d4 completed May 17, 2026, 2:26 p.m.
NEDg Description generation batch_6a09d23d8e0c8190a141bdc443762a73 completed May 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_6a09d29b775081908be774703201b27c completed May 17, 2026, 2:37 p.m.
Created at: April 16, 2026, 6:19 p.m.