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.