Triple
T627403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Central United States |
E15848
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Fayetteville
Fayetteville is a mid-sized city in the southern United States known for its regional economic, cultural, and educational significance.
|
E65489
|
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: Fayetteville | Statement: [South Central United States, hasMajorCity, Fayetteville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fayetteville Context triple: [South Central United States, hasMajorCity, Fayetteville]
-
A.
Fayetteville
Fayetteville is a small town in southern West Virginia known for its proximity to the New River Gorge and its reputation as a hub for outdoor recreation and adventure tourism.
-
B.
Fayetteville, North Carolina
Fayetteville, North Carolina is a city in the Sandhills region of the state known for its strong military presence, diverse community, and role as a major support hub for nearby Fort Liberty.
-
C.
Raleigh
Raleigh is the capital city of North Carolina and a major hub for education, technology, and research within the state’s Research Triangle region.
-
D.
Cary
Cary is a rapidly growing suburban town in North Carolina known for its high quality of life, proximity to major research universities, and role as a residential and tech hub within the Research Triangle region.
-
E.
Charlotte, North Carolina
Charlotte, North Carolina is the largest city in the state and a major U.S. financial and commercial hub known for hosting numerous corporate headquarters and a rapidly growing metropolitan area.
- 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: Fayetteville Triple: [South Central United States, hasMajorCity, Fayetteville]
Generated description
Fayetteville is a mid-sized city in the southern United States known for its regional economic, cultural, and educational significance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fayetteville Target entity description: Fayetteville is a mid-sized city in the southern United States known for its regional economic, cultural, and educational significance.
-
A.
Fayetteville
Fayetteville is a small town in southern West Virginia known for its proximity to the New River Gorge and its reputation as a hub for outdoor recreation and adventure tourism.
-
B.
Fayetteville, North Carolina
chosen
Fayetteville, North Carolina is a city in the Sandhills region of the state known for its strong military presence, diverse community, and role as a major support hub for nearby Fort Liberty.
-
C.
Raleigh
Raleigh is the capital city of North Carolina and a major hub for education, technology, and research within the state’s Research Triangle region.
-
D.
Cary
Cary is a rapidly growing suburban town in North Carolina known for its high quality of life, proximity to major research universities, and role as a residential and tech hub within the Research Triangle region.
-
E.
Charlotte, North Carolina
Charlotte, North Carolina is the largest city in the state and a major U.S. financial and commercial hub known for hosting numerous corporate headquarters and a rapidly growing metropolitan area.
- F. None of above.
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_69a4935c131c8190a5378c6bf101e8cc |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49e59e2688190b3c18b17c5db1e2b |
completed | March 1, 2026, 8:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dc91ff30819095a00852c3e2dfae |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a5de26ff1081908a60b55a1deab804 |
completed | March 2, 2026, 6:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5ff1ac6f481909915fd5b2e648558 |
completed | March 2, 2026, 9:20 p.m. |
Created at: March 1, 2026, 7:35 p.m.