Triple
T15991022
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balfour |
E387823
|
entity |
| Predicate | derivedFromPlaceName |
P19572
|
FINISHED |
| Object |
Balfour, Fife
Balfour, Fife is a small settlement in Fife, Scotland, known primarily as a historic rural locality within the region.
|
E1187249
|
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: Balfour, Fife | Statement: [Balfour, derivedFromPlaceName, Balfour, Fife]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balfour, Fife Context triple: [Balfour, derivedFromPlaceName, Balfour, Fife]
-
A.
East Neuk of Fife
East Neuk of Fife is a picturesque coastal region in eastern Scotland known for its historic fishing villages, sandy beaches, and scenic views across the Firth of Forth.
-
B.
Banchory
Banchory is a small town in northeast Scotland situated on the River Dee, known for its scenic surroundings and role as a gateway to Royal Deeside.
-
C.
Strathblane
Strathblane is a village in central Scotland, situated at the northern end of the Campsie Fells and known for its scenic rural setting within commuting distance of Glasgow.
-
D.
Penicuik
Penicuik is a small Scottish town situated to the south of Edinburgh, known historically for its paper mills and proximity to the Pentland Hills.
-
E.
Eccles, Scotland
Eccles, Scotland is a small historic village in the Scottish Borders known for its medieval ecclesiastical heritage and rural setting.
- 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: Balfour, Fife Triple: [Balfour, derivedFromPlaceName, Balfour, Fife]
Generated description
Balfour, Fife is a small settlement in Fife, Scotland, known primarily as a historic rural locality within the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Balfour, Fife Target entity description: Balfour, Fife is a small settlement in Fife, Scotland, known primarily as a historic rural locality within the region.
-
A.
East Neuk of Fife
East Neuk of Fife is a picturesque coastal region in eastern Scotland known for its historic fishing villages, sandy beaches, and scenic views across the Firth of Forth.
-
B.
Banchory
Banchory is a small town in northeast Scotland situated on the River Dee, known for its scenic surroundings and role as a gateway to Royal Deeside.
-
C.
Strathblane
Strathblane is a village in central Scotland, situated at the northern end of the Campsie Fells and known for its scenic rural setting within commuting distance of Glasgow.
-
D.
Penicuik
Penicuik is a small Scottish town situated to the south of Edinburgh, known historically for its paper mills and proximity to the Pentland Hills.
-
E.
Eccles, Scotland
Eccles, Scotland is a small historic village in the Scottish Borders known for its medieval ecclesiastical heritage and rural setting.
- 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_69d86daa562c81908aacc179c0fe8fb5 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e157835cac81909e979f9be281f328 |
completed | April 16, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffc3d3ef2881909213ff608192f1ef |
completed | May 9, 2026, 11:31 p.m. |
| NEDg | Description generation | batch_69ffc47bce748190a651fff307aad88d |
completed | May 9, 2026, 11:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffc4e14e1881909210a78426546e88 |
completed | May 9, 2026, 11:36 p.m. |
Created at: April 10, 2026, 4:54 a.m.