Triple
T6981018
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Route 301 |
E161844
|
entity |
| Predicate | servesCity |
P82
|
FINISHED |
| Object |
Orangeburg, South Carolina
Orangeburg, South Carolina is a small city in central South Carolina known as a regional hub for education and agriculture, home to two historically Black universities and often called “The Garden City” for its annual Rose Festival.
|
E329366
|
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: Orangeburg, South Carolina | Statement: [U.S. Route 301, servesCity, Orangeburg, South Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orangeburg, South Carolina Context triple: [U.S. Route 301, servesCity, Orangeburg, South Carolina]
-
A.
Columbia, South Carolina
Columbia, South Carolina is the capital and largest city of South Carolina, known for its role as a regional center of government, education, and culture.
-
B.
Mount Pleasant, South Carolina
Mount Pleasant is a rapidly growing suburban town in the Charleston metropolitan area of South Carolina, known for its coastal setting, historic sites, and residential communities.
-
C.
Blackville, South Carolina
Blackville, South Carolina is a small rural town in the South Carolina Midlands known historically for its railroad roots and nearby healing mineral springs.
-
D.
Orangeburg County, South Carolina
Orangeburg County, South Carolina is a largely rural county in the central part of the state, known for its agricultural economy and the city of Orangeburg as its county seat.
-
E.
Georgetown, South Carolina
Georgetown, South Carolina is a historic coastal city and port in the southeastern United States known for its role in the rice trade and its well-preserved waterfront district.
- 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: Orangeburg, South Carolina Triple: [U.S. Route 301, servesCity, Orangeburg, South Carolina]
Generated description
Orangeburg, South Carolina is a small city in central South Carolina known as a regional hub for education and agriculture, home to two historically Black universities and often called “The Garden City” for its annual Rose Festival.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Orangeburg, South Carolina Target entity description: Orangeburg, South Carolina is a small city in central South Carolina known as a regional hub for education and agriculture, home to two historically Black universities and often called “The Garden City” for its annual Rose Festival.
-
A.
Columbia, South Carolina
Columbia, South Carolina is the capital and largest city of South Carolina, known for its role as a regional center of government, education, and culture.
-
B.
Mount Pleasant, South Carolina
Mount Pleasant is a rapidly growing suburban town in the Charleston metropolitan area of South Carolina, known for its coastal setting, historic sites, and residential communities.
-
C.
Blackville, South Carolina
Blackville, South Carolina is a small rural town in the South Carolina Midlands known historically for its railroad roots and nearby healing mineral springs.
-
D.
Orangeburg County, South Carolina
chosen
Orangeburg County, South Carolina is a largely rural county in the central part of the state, known for its agricultural economy and the city of Orangeburg as its county seat.
-
E.
Georgetown, South Carolina
Georgetown, South Carolina is a historic coastal city and port in the southeastern United States known for its role in the rice trade and its well-preserved waterfront district.
- 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_69c68855dc0481909b4c7e9e9ed273db |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db6d3f3c8190b0121f7934440c34 |
completed | March 27, 2026, 7:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7754c817c8190a8b17a5e2c4f1b05 |
completed | March 28, 2026, 6:29 a.m. |
| NEDg | Description generation | batch_69c7777be0d08190b6be22c72d2da12e |
completed | March 28, 2026, 6:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c77851ace48190a2a4899181f3d14a |
completed | March 28, 2026, 6:42 a.m. |
Created at: March 27, 2026, 2:31 p.m.