Triple

T1140199
Position Surface form Disambiguated ID Type / Status
Subject Hathersage E23431 entity
Predicate hasNearbyFeature P350 FINISHED
Object Bamford
Bamford is a village in Derbyshire, England, situated in the Peak District and known for its proximity to Ladybower Reservoir and scenic moorland landscapes.
E132908 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: Bamford | Statement: [Hathersage, hasNearbyFeature, Bamford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bamford
Context triple: [Hathersage, hasNearbyFeature, Bamford]
  • A. Bamford
    Bamford is a suburban residential area and ward within the town of Rochdale in Greater Manchester, England.
  • B. Blackwood
    Blackwood is a town in south Wales known for its coal-mining heritage and location in the Sirhowy Valley.
  • C. Midgley
    Midgley is a small village in West Yorkshire, England, known for its rural setting in the Calder Valley near Luddenden Foot.
  • D. Bordon
    Bordon is a town in East Hampshire, England, historically known for its large army camp and military training facilities.
  • E. Bowen
    Bowen is a surname of English and Welsh origin borne by various notable individuals across fields such as science, politics, and the arts.
  • 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: Bamford
Triple: [Hathersage, hasNearbyFeature, Bamford]
Generated description
Bamford is a village in Derbyshire, England, situated in the Peak District and known for its proximity to Ladybower Reservoir and scenic moorland landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bamford
Target entity description: Bamford is a village in Derbyshire, England, situated in the Peak District and known for its proximity to Ladybower Reservoir and scenic moorland landscapes.
  • A. Bamford
    Bamford is a suburban residential area and ward within the town of Rochdale in Greater Manchester, England.
  • B. Blackwood
    Blackwood is a town in south Wales known for its coal-mining heritage and location in the Sirhowy Valley.
  • C. Midgley
    Midgley is a small village in West Yorkshire, England, known for its rural setting in the Calder Valley near Luddenden Foot.
  • D. Bordon
    Bordon is a town in East Hampshire, England, historically known for its large army camp and military training facilities.
  • E. Bowen
    Bowen is a surname of English and Welsh origin borne by various notable individuals across fields such as science, politics, and the arts.
  • 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_69a493ef399c8190b04b9146d2314f59 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bc290ae08190afbf7e7ea2100d9e completed March 1, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac6677c7e48190ba8da088b78775a5 completed March 7, 2026, 5:55 p.m.
NEDg Description generation batch_69ac677c06348190ae4454297654aa13 completed March 7, 2026, 5:59 p.m.
NED2 Entity disambiguation (via description) batch_69ac67ca10908190b501d0cf8f21a97e completed March 7, 2026, 6 p.m.
Created at: March 1, 2026, 7:44 p.m.