Triple

T2794291
Position Surface form Disambiguated ID Type / Status
Subject Maldon, Essex, England E52999 entity
Predicate district P2709 FINISHED
Object 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.
 E299366 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 | Statement: [Maldon, Essex, England, district, Maldon District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maldon District
Context triple: [Maldon, Essex, England, district, Maldon District]
  • A. Rochford District
    Rochford District is a local government district in Essex, England, encompassing both rural communities and parts of the Southend urban area, including London Southend Airport.
  • B. Tendring district
    Tendring district is a local government district in Essex, England, known for its coastal towns and seaside resorts including Clacton-on-Sea.
  • C. Fenland District
    Fenland District is a local government district in the county of Cambridgeshire in eastern England, known for its flat, low-lying agricultural landscape and market towns.
  • D. Thurrock
    Thurrock is a unitary authority area and borough in Essex, England, located along the north bank of the River Thames within the East of England region.
  • E. East Suffolk district
    East Suffolk district is a local government district in the county of Suffolk, England, encompassing a stretch of the North Sea coast and several historic towns and villages.
  • 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
Triple: [Maldon, Essex, England, district, Maldon District]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maldon District
Target entity description: 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.
  • A. Rochford District
    Rochford District is a local government district in Essex, England, encompassing both rural communities and parts of the Southend urban area, including London Southend Airport.
  • B. Tendring district
    Tendring district is a local government district in Essex, England, known for its coastal towns and seaside resorts including Clacton-on-Sea.
  • C. Fenland District
    Fenland District is a local government district in the county of Cambridgeshire in eastern England, known for its flat, low-lying agricultural landscape and market towns.
  • D. Thurrock
    Thurrock is a unitary authority area and borough in Essex, England, located along the north bank of the River Thames within the East of England region.
  • E. East Suffolk district
    East Suffolk district is a local government district in the county of Suffolk, England, encompassing a stretch of the North Sea coast and several historic towns and villages.
  • 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.