Triple

T19222324
Position Surface form Disambiguated ID Type / Status
Subject St John’s Church, Bengeo E480647 entity
Predicate locatedIn P40 FINISHED
Object Bengeo
Bengeo is a residential suburb and historic area of Hertford in Hertfordshire, England.
E1364593 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: Bengeo | Statement: [St John’s Church, Bengeo, locatedIn, Bengeo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bengeo
Context triple: [St John’s Church, Bengeo, locatedIn, Bengeo]
  • A. Burcwen
    Burcwen is a character associated with Godric, likely appearing in narratives or stories centered around him.
  • B. Bleibuir
    Bleibuir is a village and district of the town of Mechernich in the Euskirchen district of North Rhine-Westphalia, Germany.
  • C. Maross
    Maross is a surname most notably associated with American actor Joe Maross, known for his work in mid-20th-century film and television.
  • D. Blorenge
    Blorenge is a prominent hill in Monmouthshire, Wales, known for its sweeping views over the Usk Valley and the nearby town of Abergavenny.
  • E. Borth
    Borth is a coastal village and seaside resort in Ceredigion, Wales, known for its long sandy beach and nearby nature reserve.
  • 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: Bengeo
Triple: [St John’s Church, Bengeo, locatedIn, Bengeo]
Generated description
Bengeo is a residential suburb and historic area of Hertford in Hertfordshire, England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bengeo
Target entity description: Bengeo is a residential suburb and historic area of Hertford in Hertfordshire, England.
  • A. Burcwen
    Burcwen is a character associated with Godric, likely appearing in narratives or stories centered around him.
  • B. Bleibuir
    Bleibuir is a village and district of the town of Mechernich in the Euskirchen district of North Rhine-Westphalia, Germany.
  • C. Maross
    Maross is a surname most notably associated with American actor Joe Maross, known for his work in mid-20th-century film and television.
  • D. Blorenge
    Blorenge is a prominent hill in Monmouthshire, Wales, known for its sweeping views over the Usk Valley and the nearby town of Abergavenny.
  • E. Borth
    Borth is a coastal village and seaside resort in Ceredigion, Wales, known for its long sandy beach and nearby nature reserve.
  • 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_69d8e8ccb8f48190ad420098e74fb1db completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fa94aed081909045cfed8edc6039 completed April 20, 2026, 10:06 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0700ecc4d08190b7f69985769e0e75 completed May 15, 2026, 11:18 a.m.
NEDg Description generation batch_6a0701dc358c8190b9ce4aea5315a31b completed May 15, 2026, 11:22 a.m.
NED2 Entity disambiguation (via description) batch_6a07027372c88190b19ea77d9b610a56 completed May 15, 2026, 11:24 a.m.
Created at: April 10, 2026, 1:24 p.m.