Triple

T12750875
Position Surface form Disambiguated ID Type / Status
Subject Langholm E304724 entity
Predicate hasPrimarySchool P3445 FINISHED
Object Langholm Primary School
Langholm Primary School is a local primary education institution serving young children in the town of Langholm, Scotland.
 E1000804 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: Langholm Primary School | Statement: [Langholm, hasPrimarySchool, Langholm Primary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Langholm Primary School
Context triple: [Langholm, hasPrimarySchool, Langholm Primary School]
  • A. Langholm Academy
    Langholm Academy is a secondary school in Langholm, Scotland, known for educating notable Scottish poet Hugh MacDiarmid.
  • B. Lochaline Primary School
    Lochaline Primary School is a small rural primary school serving the village of Lochaline on the west coast of the Scottish Highlands.
  • C. Kingussie Primary School
    Kingussie Primary School is a local primary education institution serving young children in the town of Kingussie in the Scottish Highlands.
  • D. Brunstane Primary School
    Brunstane Primary School is a local primary education institution serving young children in the Brunstane area of Edinburgh, Scotland.
  • E. Lealholm Primary School
    Lealholm Primary School is a small village primary school serving the local community of Lealholm in North Yorkshire, England.
  • 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: Langholm Primary School
Triple: [Langholm, hasPrimarySchool, Langholm Primary School]
Generated description
Langholm Primary School is a local primary education institution serving young children in the town of Langholm, Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Langholm Primary School
Target entity description: Langholm Primary School is a local primary education institution serving young children in the town of Langholm, Scotland.
  • A. Langholm Academy
    Langholm Academy is a secondary school in Langholm, Scotland, known for educating notable Scottish poet Hugh MacDiarmid.
  • B. Lochaline Primary School
    Lochaline Primary School is a small rural primary school serving the village of Lochaline on the west coast of the Scottish Highlands.
  • C. Kingussie Primary School
    Kingussie Primary School is a local primary education institution serving young children in the town of Kingussie in the Scottish Highlands.
  • D. Brunstane Primary School
    Brunstane Primary School is a local primary education institution serving young children in the Brunstane area of Edinburgh, Scotland.
  • E. Lealholm Primary School
    Lealholm Primary School is a small village primary school serving the local community of Lealholm in North Yorkshire, England.
  • 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_69d7bdf1fcd081909ffb0e0d6fa3a07d completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96bd75f508190aaae0969f33d1523 completed April 10, 2026, 9:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c98816881909dacdd4f0e2b89c4 completed May 2, 2026, 10:37 p.m.
NEDg Description generation batch_69f67e7416948190a08eb3de840def77 completed May 2, 2026, 10:45 p.m.
NED2 Entity disambiguation (via description) batch_69f67f7d237081908d3b6e8d759ea03e completed May 2, 2026, 10:49 p.m.
Created at: April 9, 2026, 5:27 p.m.