Triple
T12430726
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Horry County, South Carolina |
E297020
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object |
South Carolina Highway 31
South Carolina Highway 31 is a major limited-access highway in the Myrtle Beach area that serves as a key north–south bypass route through Horry County.
|
E994221
|
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: South Carolina Highway 31 | Statement: [Horry County, South Carolina, hasMajorHighway, South Carolina Highway 31]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Carolina Highway 31 Context triple: [Horry County, South Carolina, hasMajorHighway, South Carolina Highway 31]
-
A.
South Carolina Highway 341
South Carolina Highway 341 is a state highway in South Carolina that connects several communities in the eastern part of the state, including Lake City.
-
B.
South Carolina Highway 59
South Carolina Highway 59 is a primary state highway in northwestern South Carolina that connects the city of Seneca to nearby communities and regional routes.
-
C.
South Carolina Highway 49
South Carolina Highway 49 is a primary state highway that runs across northern South Carolina, connecting several communities and facilitating regional travel, including through York County.
-
D.
South Carolina Highway 48
South Carolina Highway 48 is a state highway in central South Carolina that connects the city of Columbia with surrounding rural communities, including Hopkins.
-
E.
South Carolina Highway 5
South Carolina Highway 5 is a primary state highway in northern South Carolina that connects communities in York County and the surrounding region to major routes and urban centers.
- 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: South Carolina Highway 31 Triple: [Horry County, South Carolina, hasMajorHighway, South Carolina Highway 31]
Generated description
South Carolina Highway 31 is a major limited-access highway in the Myrtle Beach area that serves as a key north–south bypass route through Horry County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Carolina Highway 31 Target entity description: South Carolina Highway 31 is a major limited-access highway in the Myrtle Beach area that serves as a key north–south bypass route through Horry County.
-
A.
South Carolina Highway 341
South Carolina Highway 341 is a state highway in South Carolina that connects several communities in the eastern part of the state, including Lake City.
-
B.
South Carolina Highway 59
South Carolina Highway 59 is a primary state highway in northwestern South Carolina that connects the city of Seneca to nearby communities and regional routes.
-
C.
South Carolina Highway 49
South Carolina Highway 49 is a primary state highway that runs across northern South Carolina, connecting several communities and facilitating regional travel, including through York County.
-
D.
South Carolina Highway 48
South Carolina Highway 48 is a state highway in central South Carolina that connects the city of Columbia with surrounding rural communities, including Hopkins.
-
E.
South Carolina Highway 5
South Carolina Highway 5 is a primary state highway in northern South Carolina that connects communities in York County and the surrounding region to major routes and urban centers.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d7f2fd08190ab959742dbd8f9c0 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f66857f5c88190b72debe80fb87727 |
completed | May 2, 2026, 9:10 p.m. |
| NEDg | Description generation | batch_69f669527fe881909baeb84ccff506c8 |
completed | May 2, 2026, 9:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f669fe4bc48190adba50ad58b10c45 |
completed | May 2, 2026, 9:17 p.m. |
Created at: April 8, 2026, 9:55 p.m.