Triple

T1901809
Position Surface form Disambiguated ID Type / Status
Subject Gillingham E37704 entity
Predicate hasNeighbourhood P4813 FINISHED
Object Hempstead
Hempstead is a residential suburb and local community within the town of Gillingham in Kent, England.
 E412682 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: Hempstead | Statement: [Gillingham, hasNeighbourhood, Hempstead]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hempstead
Context triple: [Gillingham, hasNeighbourhood, Hempstead]
  • A. Hempstead, New York
    Hempstead, New York is a large town on Long Island known for its substantial suburban population and proximity to New York City.
  • B. Westbury
    Westbury is a residential neighborhood in southwest Houston, Texas, known for its mid-century homes, diverse community, and proximity to major city amenities.
  • C. Westbury
    Westbury is a market town in Wiltshire, England, known for its historic White Horse hill figure and role as a regional railway junction.
  • D. Huntington Station, New York
    Huntington Station, New York is a suburban hamlet and census-designated place on Long Island known primarily as a residential community within the Town of Huntington in Suffolk County.
  • E. Lindenhurst
    Lindenhurst is a suburban village on Long Island in Suffolk County, New York, known as a residential community within the greater New York City metropolitan area.
  • 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: Hempstead
Triple: [Gillingham, hasNeighbourhood, Hempstead]
Generated description
Hempstead is a residential suburb and local community within the town of Gillingham in Kent, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hempstead
Target entity description: Hempstead is a residential suburb and local community within the town of Gillingham in Kent, England.
  • A. Hempstead, New York
    Hempstead, New York is a large town on Long Island known for its substantial suburban population and proximity to New York City.
  • B. Westbury
    Westbury is a residential neighborhood in southwest Houston, Texas, known for its mid-century homes, diverse community, and proximity to major city amenities.
  • C. Westbury
    Westbury is a market town in Wiltshire, England, known for its historic White Horse hill figure and role as a regional railway junction.
  • D. Huntington Station, New York
    Huntington Station, New York is a suburban hamlet and census-designated place on Long Island known primarily as a residential community within the Town of Huntington in Suffolk County.
  • E. Lindenhurst
    Lindenhurst is a suburban village on Long Island in Suffolk County, New York, known as a residential community within the greater New York City metropolitan area.
  • 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_69a8861be7148190a680937ec451a304 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb18da27c8190b315b462c857f4c2 completed March 7, 2026, 5:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69b56b1a598c8190822f1d0cdd98fdbc completed March 14, 2026, 2:05 p.m.
NEDg Description generation batch_69b56bfa5a048190a2001d97d1664250 completed March 14, 2026, 2:08 p.m.
NED2 Entity disambiguation (via description) batch_69b56c7d7dac8190a9eced9fe7c4499a completed March 14, 2026, 2:11 p.m.
Created at: March 4, 2026, 7:35 p.m.