Triple

T18123984
Position Surface form Disambiguated ID Type / Status
Subject Borthwick, Midlothian, Scotland E433819 entity
Predicate hasNearbyParish P4647 FINISHED
Object Heriot
Heriot is a small rural parish and village in Midlothian, Scotland, known for its agricultural landscape and proximity to the Moorfoot Hills.
 E1307094 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: Heriot | Statement: [Borthwick, Midlothian, Scotland, hasNearbyParish, Heriot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heriot
Context triple: [Borthwick, Midlothian, Scotland, hasNearbyParish, Heriot]
  • A. Heriot
    Heriot is a small rural township in New Zealand’s Otago region, known historically for farming and its role as a service centre for the surrounding agricultural community.
  • B. Herioter
    A Herioter is a former pupil or alumnus of George Heriot's School in Edinburgh, Scotland.
  • C. Armadale Academy
    Armadale Academy is a secondary school serving the town of Armadale and surrounding communities in Scotland.
  • D. Fergusson
    Fergusson is a Scottish surname historically associated with several notable figures in politics, military service, and the arts.
  • E. Hillfields
    Hillfields is a residential area and suburb of Bristol, England, situated near Fishponds in the eastern part of the city.
  • 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: Heriot
Triple: [Borthwick, Midlothian, Scotland, hasNearbyParish, Heriot]
Generated description
Heriot is a small rural parish and village in Midlothian, Scotland, known for its agricultural landscape and proximity to the Moorfoot Hills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heriot
Target entity description: Heriot is a small rural parish and village in Midlothian, Scotland, known for its agricultural landscape and proximity to the Moorfoot Hills.
  • A. Heriot
    Heriot is a small rural township in New Zealand’s Otago region, known historically for farming and its role as a service centre for the surrounding agricultural community.
  • B. Herioter
    A Herioter is a former pupil or alumnus of George Heriot's School in Edinburgh, Scotland.
  • C. Armadale Academy
    Armadale Academy is a secondary school serving the town of Armadale and surrounding communities in Scotland.
  • D. Fergusson
    Fergusson is a Scottish surname historically associated with several notable figures in politics, military service, and the arts.
  • E. Hillfields
    Hillfields is a residential area and suburb of Bristol, England, situated near Fishponds in the eastern part of the city.
  • 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_69d8b909e8cc81908df4cc2b8ea6d11f completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ddebeae88190ae50e9a258b34dbe completed April 19, 2026, 1:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a037c4590108190b30a4f90aea27301 completed May 12, 2026, 7:15 p.m.
NEDg Description generation batch_6a037cfd596481909d0c361a11185194 completed May 12, 2026, 7:18 p.m.
NED2 Entity disambiguation (via description) batch_6a037e7bbd1c8190a88f57cdf5bf30f5 completed May 12, 2026, 7:24 p.m.
Created at: April 10, 2026, 10:28 a.m.