Triple

T1364789
Position Surface form Disambiguated ID Type / Status
Subject Highland Clearances E29177 entity
Predicate notableAgent P7346 FINISHED
Object James Loch
James Loch was a 19th-century Scottish lawyer, land agent, and politician best known for managing large Highland estates and playing a central role in the controversial Highland Clearances.
E156464 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: James Loch | Statement: [Highland Clearances, notableAgent, James Loch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Loch
Context triple: [Highland Clearances, notableAgent, James Loch]
  • A. Duncan Kenworthy
    Duncan Kenworthy is a British film and television producer best known for hit romantic comedies such as "Four Weddings and a Funeral," "Notting Hill," and "Love Actually."
  • B. Jonnie Hughes
    Jonnie Hughes is a British writer and producer known for his work on nature and science documentaries, including co-authoring David Attenborough’s book "A Life on Our Planet."
  • C. Graeme Gibson
    Graeme Gibson was a Canadian novelist, environmentalist, and cultural advocate known for his contributions to Canadian literature and his long partnership with writer Margaret Atwood.
  • D. Graeme Ferguson
    Graeme Ferguson was a Canadian filmmaker and co-founder of the IMAX large-format cinema technology.
  • E. Pieter Bourke
    Pieter Bourke is an Australian composer and percussionist best known for his atmospheric film scores and collaborations with Dead Can Dance’s Lisa Gerrard.
  • 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: James Loch
Triple: [Highland Clearances, notableAgent, James Loch]
Generated description
James Loch was a 19th-century Scottish lawyer, land agent, and politician best known for managing large Highland estates and playing a central role in the controversial Highland Clearances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Loch
Target entity description: James Loch was a 19th-century Scottish lawyer, land agent, and politician best known for managing large Highland estates and playing a central role in the controversial Highland Clearances.
  • A. Duncan Kenworthy
    Duncan Kenworthy is a British film and television producer best known for hit romantic comedies such as "Four Weddings and a Funeral," "Notting Hill," and "Love Actually."
  • B. Jonnie Hughes
    Jonnie Hughes is a British writer and producer known for his work on nature and science documentaries, including co-authoring David Attenborough’s book "A Life on Our Planet."
  • C. Graeme Gibson
    Graeme Gibson was a Canadian novelist, environmentalist, and cultural advocate known for his contributions to Canadian literature and his long partnership with writer Margaret Atwood.
  • D. Graeme Ferguson
    Graeme Ferguson was a Canadian filmmaker and co-founder of the IMAX large-format cinema technology.
  • E. Pieter Bourke
    Pieter Bourke is an Australian composer and percussionist best known for his atmospheric film scores and collaborations with Dead Can Dance’s Lisa Gerrard.
  • 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_69a498d77abc8190913bf57e5f51d2c4 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c48e6534819090d23f3cc25093ae completed March 1, 2026, 10:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce7604908190a3754a20bdcb6266 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accff65bf481908227d3837412276b completed March 8, 2026, 1:25 a.m.
NED2 Entity disambiguation (via description) batch_69acd0603f608190b37fad8f97f84f48 completed March 8, 2026, 1:26 a.m.
Created at: March 1, 2026, 7:57 p.m.