Triple

T7326511
Position Surface form Disambiguated ID Type / Status
Subject Chelmsford (UK Parliament constituency) E168888 entity
Predicate successor P78 FINISHED
Object Maldon and East Chelmsford (UK Parliament constituency)
Maldon and East Chelmsford was a UK parliamentary constituency in Essex that returned one Member of Parliament to the House of Commons from its creation in 1997 until its abolition in 2010.
 E656607 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 and East Chelmsford (UK Parliament constituency) | Statement: [Chelmsford (UK Parliament constituency), successor, Maldon and East Chelmsford (UK Parliament constituency)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maldon and East Chelmsford (UK Parliament constituency)
Context triple: [Chelmsford (UK Parliament constituency), successor, Maldon and East Chelmsford (UK Parliament constituency)]
  • A. Chelmsford (UK Parliament constituency)
    Chelmsford (UK Parliament constituency) is a UK parliamentary seat centered on the city of Chelmsford, representing part of the county of Essex in the House of Commons.
  • B. Maldon District Council
    Maldon District Council is the local authority responsible for providing municipal services and governance for the Maldon district in Essex, England.
  • C. Rochford and Southend East (UK Parliament constituency)
    Rochford and Southend East is a UK parliamentary constituency in Essex that elects one Member of Parliament to the House of Commons.
  • D. Maldon District
    Maldon District is a local government district in Essex, England, known for its historic maritime towns, salt marsh coastline, and production of Maldon sea salt.
  • E. Maldon, Essex, England
    Maldon, Essex, England is a historic market town on the River Blackwater known for its maritime heritage and traditional sea salt production.
  • 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 and East Chelmsford (UK Parliament constituency)
Triple: [Chelmsford (UK Parliament constituency), successor, Maldon and East Chelmsford (UK Parliament constituency)]
Generated description
Maldon and East Chelmsford was a UK parliamentary constituency in Essex that returned one Member of Parliament to the House of Commons from its creation in 1997 until its abolition in 2010.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maldon and East Chelmsford (UK Parliament constituency)
Target entity description: Maldon and East Chelmsford was a UK parliamentary constituency in Essex that returned one Member of Parliament to the House of Commons from its creation in 1997 until its abolition in 2010.
  • A. Chelmsford (UK Parliament constituency)
    Chelmsford (UK Parliament constituency) is a UK parliamentary seat centered on the city of Chelmsford, representing part of the county of Essex in the House of Commons.
  • B. Maldon District Council
    Maldon District Council is the local authority responsible for providing municipal services and governance for the Maldon district in Essex, England.
  • C. Rochford and Southend East (UK Parliament constituency)
    Rochford and Southend East is a UK parliamentary constituency in Essex that elects one Member of Parliament to the House of Commons.
  • D. Maldon District
    Maldon District is a local government district in Essex, England, known for its historic maritime towns, salt marsh coastline, and production of Maldon sea salt.
  • E. Maldon, Essex, England
    Maldon, Essex, England is a historic market town on the River Blackwater known for its maritime heritage and traditional sea salt production.
  • 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_69c68a54cacc81908e3b773441f19566 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0a612c08190b7a3fefa811bbcec completed March 27, 2026, 9:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7ef0e3e7481908e6cedbd3f0077ca completed March 28, 2026, 3:09 p.m.
NEDg Description generation batch_69c7efa4f5148190842f30988cbea94c completed March 28, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69c7f0092bac819080ded1863f99290a completed March 28, 2026, 3:13 p.m.
Created at: March 27, 2026, 3:03 p.m.