Triple

T4297536
Position Surface form Disambiguated ID Type / Status
Subject Livingston family E99750 entity
Predicate familyNameDerivedFrom P54694 FINISHED
Object Livingston, Scotland
Livingston, Scotland is a large post-war new town in West Lothian that serves as a major residential and commercial center between Edinburgh and Glasgow.
E435302 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: Livingston, Scotland | Statement: [Livingston family, familyNameDerivedFrom, Livingston, Scotland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Livingston, Scotland
Context triple: [Livingston family, familyNameDerivedFrom, Livingston, Scotland]
  • A. Elgin, Scotland
    Elgin, Scotland is a historic town in Moray in the northeast of Scotland, known for its medieval cathedral ruins and role as a regional administrative and commercial center.
  • B. Dumfries, Scotland
    Dumfries, Scotland is a historic market town and former royal burgh in southwest Scotland, known as the "Queen of the South" and noted for its association with poet Robert Burns.
  • C. Roxburgh, Scotland
    Roxburgh, Scotland was a historically significant royal burgh and strategic border town in the Scottish Borders, once serving as an important political and military center in medieval Scotland.
  • D. Perth, Scotland
    Perth, Scotland is a historic city on the River Tay in central Scotland, often called the "Fair City" and known for its medieval heritage and former status as a Scottish capital.
  • E. Pitlochry, Scotland
    Pitlochry, Scotland is a picturesque Highland town known for its Victorian architecture, scenic surroundings, and popularity as a tourist destination.
  • 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: Livingston, Scotland
Triple: [Livingston family, familyNameDerivedFrom, Livingston, Scotland]
Generated description
Livingston, Scotland is a large post-war new town in West Lothian that serves as a major residential and commercial center between Edinburgh and Glasgow.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Livingston, Scotland
Target entity description: Livingston, Scotland is a large post-war new town in West Lothian that serves as a major residential and commercial center between Edinburgh and Glasgow.
  • A. Elgin, Scotland
    Elgin, Scotland is a historic town in Moray in the northeast of Scotland, known for its medieval cathedral ruins and role as a regional administrative and commercial center.
  • B. Dumfries, Scotland
    Dumfries, Scotland is a historic market town and former royal burgh in southwest Scotland, known as the "Queen of the South" and noted for its association with poet Robert Burns.
  • C. Roxburgh, Scotland
    Roxburgh, Scotland was a historically significant royal burgh and strategic border town in the Scottish Borders, once serving as an important political and military center in medieval Scotland.
  • D. Perth, Scotland
    Perth, Scotland is a historic city on the River Tay in central Scotland, often called the "Fair City" and known for its medieval heritage and former status as a Scottish capital.
  • E. Pitlochry, Scotland
    Pitlochry, Scotland is a picturesque Highland town known for its Victorian architecture, scenic surroundings, and popularity as a tourist destination.
  • 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_69b3455175088190aa79c6e03b86647e completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3509bff808190a86fade7ccfc3611 completed March 12, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e4ebb3808190a4be632e36140648 completed March 14, 2026, 10:44 p.m.
NEDg Description generation batch_69b5e5e96aac819093c43dc355de4509 completed March 14, 2026, 10:49 p.m.
NED2 Entity disambiguation (via description) batch_69b5e6587be88190884f61a7350ce5a9 completed March 14, 2026, 10:51 p.m.
Created at: March 12, 2026, 11:08 p.m.