Triple
T7480440
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stanly County |
E176741
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Oakboro
Oakboro is a small town located in Stanly County in the U.S. state of North Carolina.
|
E667756
|
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: Oakboro | Statement: [Stanly County, hasTown, Oakboro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oakboro Context triple: [Stanly County, hasTown, Oakboro]
-
A.
Abington
Abington is a small suburban town in Plymouth County, southeastern Massachusetts, known for its residential character and proximity to Boston.
-
B.
Abington
Abington is a small settlement in South Lanarkshire, Scotland, historically associated with the surrounding Clydesdale region.
-
C.
Spotswood
Spotswood is a small borough in central New Jersey known for its suburban residential character and local community atmosphere.
-
D.
Towson
Towson is an unincorporated community and major suburban center just north of Baltimore, Maryland, known for housing Towson University and extensive commercial and residential areas.
-
E.
Clementon
Clementon is a small borough located in Camden County in southern New Jersey, known historically as a resort and amusement 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: Oakboro Triple: [Stanly County, hasTown, Oakboro]
Generated description
Oakboro is a small town located in Stanly County in the U.S. state of North Carolina.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oakboro Target entity description: Oakboro is a small town located in Stanly County in the U.S. state of North Carolina.
-
A.
Abington
Abington is a small suburban town in Plymouth County, southeastern Massachusetts, known for its residential character and proximity to Boston.
-
B.
Abington
Abington is a small settlement in South Lanarkshire, Scotland, historically associated with the surrounding Clydesdale region.
-
C.
Spotswood
Spotswood is a small borough in central New Jersey known for its suburban residential character and local community atmosphere.
-
D.
Towson
Towson is an unincorporated community and major suburban center just north of Baltimore, Maryland, known for housing Towson University and extensive commercial and residential areas.
-
E.
Clementon
Clementon is a small borough located in Camden County in southern New Jersey, known historically as a resort and amusement 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_69c69f236ce08190a04d7679f03b29b2 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f532f4488190b6edaa96099c3b8f |
completed | March 27, 2026, 9:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c655fcc8190a23d8dd69a70431c |
completed | March 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69c83d047acc8190bd635a6705e1d2ee |
completed | March 28, 2026, 8:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c83d8065f88190ae9340b70388fbe2 |
completed | March 28, 2026, 8:43 p.m. |
Created at: March 27, 2026, 3:42 p.m.