Triple
T14068725
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leighton Buzzard |
E338543
|
entity |
| Predicate | hasPostTown |
P2711
|
FINISHED |
| Object |
LEIGHTON BUZZARD
LEIGHTON BUZZARD is a market town in Bedfordshire, England, known for its historic high street, narrow-gauge railway, and role as a commuter hub.
|
E1077401
|
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: LEIGHTON BUZZARD | Statement: [Leighton Buzzard, hasPostTown, LEIGHTON BUZZARD]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LEIGHTON BUZZARD Context triple: [Leighton Buzzard, hasPostTown, LEIGHTON BUZZARD]
-
A.
Burkittsville, Maryland
Burkittsville, Maryland is a small historic town in Frederick County best known for its rural setting and its association with the film "The Blair Witch Project."
-
B.
Oakboro
Oakboro is a small town located in Stanly County in the U.S. state of North Carolina.
-
C.
Williamsport, Maryland
Williamsport, Maryland is a small historic town along the Potomac River known for its role in the Civil War and its location on the Chesapeake and Ohio Canal.
-
D.
Owings Mills, Maryland
Owings Mills, Maryland is a suburban community northwest of Baltimore known for hosting the Baltimore Ravens’ training complex and serving as a regional commercial and residential hub.
-
E.
Waynesboro, Pennsylvania
Waynesboro, Pennsylvania is a small borough in south-central Pennsylvania known for its historic downtown and proximity to the Appalachian Mountains and the Maryland state line.
- 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: LEIGHTON BUZZARD Triple: [Leighton Buzzard, hasPostTown, LEIGHTON BUZZARD]
Generated description
LEIGHTON BUZZARD is a market town in Bedfordshire, England, known for its historic high street, narrow-gauge railway, and role as a commuter hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LEIGHTON BUZZARD Target entity description: LEIGHTON BUZZARD is a market town in Bedfordshire, England, known for its historic high street, narrow-gauge railway, and role as a commuter hub.
-
A.
Burkittsville, Maryland
Burkittsville, Maryland is a small historic town in Frederick County best known for its rural setting and its association with the film "The Blair Witch Project."
-
B.
Oakboro
Oakboro is a small town located in Stanly County in the U.S. state of North Carolina.
-
C.
Williamsport, Maryland
Williamsport, Maryland is a small historic town along the Potomac River known for its role in the Civil War and its location on the Chesapeake and Ohio Canal.
-
D.
Owings Mills, Maryland
Owings Mills, Maryland is a suburban community northwest of Baltimore known for hosting the Baltimore Ravens’ training complex and serving as a regional commercial and residential hub.
-
E.
Waynesboro, Pennsylvania
Waynesboro, Pennsylvania is a small borough in south-central Pennsylvania known for its historic downtown and proximity to the Appalachian Mountains and the Maryland state line.
- 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_69d81c67ba6c819091935650dfb3b895 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de568d0404819087e0fe37c72162cb |
completed | April 14, 2026, 3 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcb66aeff8819088239226bbe25fd5 |
completed | May 7, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_69fcc17d16008190bfec11ba0c229aae |
completed | May 7, 2026, 4:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcc1fe9bb0819098aa2655330569cb |
completed | May 7, 2026, 4:46 p.m. |
Created at: April 9, 2026, 10:21 p.m.