Triple
T14592429
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lockyer Valley Regional Council area |
E342475
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Grantham
Grantham is a small rural town in Queensland, Australia, known for its agricultural community and its location within the Lockyer Valley region.
|
E1109392
|
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: Grantham | Statement: [Lockyer Valley Regional Council area, hasTown, Grantham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grantham Context triple: [Lockyer Valley Regional Council area, hasTown, Grantham]
-
A.
Grantham
Grantham is a market town in Lincolnshire, England, known historically as an important commercial and transport hub and as the birthplace of former Prime Minister Margaret Thatcher.
-
B.
Brantham
Brantham is a village and civil parish in Suffolk, England, situated near the River Stour close to the Essex border.
-
C.
Grantham and Stamford
Grantham and Stamford is a UK parliamentary constituency in Lincolnshire represented in the House of Commons.
-
D.
Leftwich
Leftwich is a surname most prominently associated with Byron Leftwich, a former NFL quarterback and Super Bowl–winning offensive coordinator.
-
E.
Greatham
Greatham is a small village and civil parish in the East Hampshire district of Hampshire, England, known for its rural character and proximity to the A3 road.
- 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: Grantham Triple: [Lockyer Valley Regional Council area, hasTown, Grantham]
Generated description
Grantham is a small rural town in Queensland, Australia, known for its agricultural community and its location within the Lockyer Valley region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grantham Target entity description: Grantham is a small rural town in Queensland, Australia, known for its agricultural community and its location within the Lockyer Valley region.
-
A.
Grantham
Grantham is a market town in Lincolnshire, England, known historically as an important commercial and transport hub and as the birthplace of former Prime Minister Margaret Thatcher.
-
B.
Brantham
Brantham is a village and civil parish in Suffolk, England, situated near the River Stour close to the Essex border.
-
C.
Grantham and Stamford
Grantham and Stamford is a UK parliamentary constituency in Lincolnshire represented in the House of Commons.
-
D.
Leftwich
Leftwich is a surname most prominently associated with Byron Leftwich, a former NFL quarterback and Super Bowl–winning offensive coordinator.
-
E.
Greatham
Greatham is a small village and civil parish in the East Hampshire district of Hampshire, England, known for its rural character and proximity to the A3 road.
- 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_69d822ddc0f081909cd8163c7de298cd |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb43480d8819084a707e56da2c237 |
completed | April 14, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd94c36bb881909af16aa1df1766f8 |
completed | May 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69fd9ab12c38819081772da28b5fe7da |
completed | May 8, 2026, 8:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd9bb4dba08190b2ed507a47462b34 |
completed | May 8, 2026, 8:15 a.m. |
Created at: April 10, 2026, 1:24 a.m.