Triple

T3744110
Position Surface form Disambiguated ID Type / Status
Subject Trentham E79769 entity
Predicate hasNearbySettlement P4647 FINISHED
Object Hanford
Hanford is a village in Staffordshire, England, situated near the town of Trentham and forming part of the wider Stoke-on-Trent urban area.
 E385255 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: Hanford | Statement: [Trentham, hasNearbySettlement, Hanford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hanford
Context triple: [Trentham, hasNearbySettlement, Hanford]
  • A. Hanford
    Hanford is a small agricultural and commercial city in California’s San Joaquin Valley, known as a regional hub for farming, dairy production, and historic downtown architecture.
  • B. Hanford Site, Washington
    Hanford Site, Washington is a large decommissioned nuclear production complex along the Columbia River that was central to U.S. plutonium production during and after World War II and is now one of the nation’s most challenging environmental cleanup sites.
  • C. Richland, Washington
    Richland, Washington is a city in southeastern Washington State known for its central role in the U.S. nuclear industry and its proximity to the Hanford nuclear reservation.
  • D. Kettleman City
    Kettleman City is a small unincorporated community in Kings County, California, located in the San Joaquin Valley near major highway junctions and agricultural areas.
  • E. Livermore
    Livermore is a city in California’s Tri-Valley region known for its wine country, historic downtown, and proximity to major scientific research facilities.
  • 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: Hanford
Triple: [Trentham, hasNearbySettlement, Hanford]
Generated description
Hanford is a village in Staffordshire, England, situated near the town of Trentham and forming part of the wider Stoke-on-Trent urban area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hanford
Target entity description: Hanford is a village in Staffordshire, England, situated near the town of Trentham and forming part of the wider Stoke-on-Trent urban area.
  • A. Hanford
    Hanford is a small agricultural and commercial city in California’s San Joaquin Valley, known as a regional hub for farming, dairy production, and historic downtown architecture.
  • B. Hanford Site, Washington
    Hanford Site, Washington is a large decommissioned nuclear production complex along the Columbia River that was central to U.S. plutonium production during and after World War II and is now one of the nation’s most challenging environmental cleanup sites.
  • C. Richland, Washington
    Richland, Washington is a city in southeastern Washington State known for its central role in the U.S. nuclear industry and its proximity to the Hanford nuclear reservation.
  • D. Kettleman City
    Kettleman City is a small unincorporated community in Kings County, California, located in the San Joaquin Valley near major highway junctions and agricultural areas.
  • E. Livermore
    Livermore is a city in California’s Tri-Valley region known for its wine country, historic downtown, and proximity to major scientific research facilities.
  • 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_69ad8b115610819095b02007da5ca3cb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb58c9048190a055d1f4a7e6b699 completed March 8, 2026, 7:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4db29b2288190932923a6bf1a7e8e completed March 14, 2026, 3:51 a.m.
NEDg Description generation batch_69b4df07a5b88190ab88e1f644c1bf53 completed March 14, 2026, 4:07 a.m.
NED2 Entity disambiguation (via description) batch_69b4dfa6d7c4819083cad94e23fe7c8b completed March 14, 2026, 4:10 a.m.
Created at: March 8, 2026, 3:34 p.m.