Triple

T5012471
Position Surface form Disambiguated ID Type / Status
Subject Berriew E112657 entity
Predicate hasAmenity P105 FINISHED
Object Berriew Primary School
Berriew Primary School is a local primary education institution serving young children in the village of Berriew, Wales.
 E486402 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: Berriew Primary School | Statement: [Berriew, hasAmenity, Berriew Primary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berriew Primary School
Context triple: [Berriew, hasAmenity, Berriew Primary School]
  • A. Birdwell Primary School
    Birdwell Primary School is a local primary education institution serving the community of Long Ashton in North Somerset, England.
  • B. Benenden School
    Benenden School is a prestigious independent girls' boarding school in Kent, England, known for educating members of the British royal family and other notable figures.
  • C. Ysgol y Berwyn
    Ysgol y Berwyn is a secondary school in the town of Bala in Gwynedd, Wales, serving the local community with Welsh-medium education.
  • D. Cardross Primary School
    Cardross Primary School is a local primary education institution serving young children in the village of Cardross, Scotland.
  • E. Mallaig Primary School
    Mallaig Primary School is a local primary education institution serving young children in the coastal village of Mallaig in the Scottish Highlands.
  • 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: Berriew Primary School
Triple: [Berriew, hasAmenity, Berriew Primary School]
Generated description
Berriew Primary School is a local primary education institution serving young children in the village of Berriew, Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berriew Primary School
Target entity description: Berriew Primary School is a local primary education institution serving young children in the village of Berriew, Wales.
  • A. Birdwell Primary School
    Birdwell Primary School is a local primary education institution serving the community of Long Ashton in North Somerset, England.
  • B. Benenden School
    Benenden School is a prestigious independent girls' boarding school in Kent, England, known for educating members of the British royal family and other notable figures.
  • C. Ysgol y Berwyn
    Ysgol y Berwyn is a secondary school in the town of Bala in Gwynedd, Wales, serving the local community with Welsh-medium education.
  • D. Cardross Primary School
    Cardross Primary School is a local primary education institution serving young children in the village of Cardross, Scotland.
  • E. Mallaig Primary School
    Mallaig Primary School is a local primary education institution serving young children in the coastal village of Mallaig in the Scottish Highlands.
  • 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_69bd4434acb8819086679dbeccc2fe54 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd730f12a481908a27c15dc73987c6 completed March 20, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69be926e5ef481909df3a4b9d793300a completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be93efbf548190b2967a41162f2e4e completed March 21, 2026, 12:49 p.m.
NED2 Entity disambiguation (via description) batch_69be945978a48190821103cdd306075d completed March 21, 2026, 12:51 p.m.
Created at: March 20, 2026, 1:35 p.m.