Triple
T12803847
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Highways in South Carolina |
E306091
|
entity |
| Predicate | hasRoute |
P4374
|
FINISHED |
| Object |
U.S. Route 521 in South Carolina
U.S. Route 521 in South Carolina is a north–south U.S. Highway that connects several communities between the Lowcountry and the North Carolina state line, serving as an important regional transportation corridor.
|
E1008276
|
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: U.S. Route 521 in South Carolina | Statement: [U.S. Highways in South Carolina, hasRoute, U.S. Route 521 in South Carolina]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 521 in South Carolina Context triple: [U.S. Highways in South Carolina, hasRoute, U.S. Route 521 in South Carolina]
-
A.
U.S. Route 52 in South Carolina
U.S. Route 52 in South Carolina is a major north–south federal highway that connects cities such as Charleston, Florence, and Darlington, serving as an important corridor for regional travel and commerce.
-
B.
U.S. Route 321 in South Carolina
U.S. Route 321 in South Carolina is a north–south United States highway that connects several communities between the Georgia state line and the North Carolina border, serving as an important inland alternative to more coastal routes.
-
C.
U.S. Route 21 in South Carolina
U.S. Route 21 in South Carolina is a north–south federal highway that connects coastal areas near Beaufort and Hilton Head Island to inland communities as it travels toward the central part of the state.
-
D.
U.S. Route 25 in South Carolina
U.S. Route 25 in South Carolina is a major north–south federal highway that connects the Augusta, Georgia area to the Greenville region, serving as an important corridor for regional travel and commerce.
-
E.
U.S. Route 123 in South Carolina
U.S. Route 123 in South Carolina is a primary U.S. highway that connects the Greenville area with Clemson and other Upstate communities, serving as an important regional corridor for traffic and commerce.
- 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: U.S. Route 521 in South Carolina Triple: [U.S. Highways in South Carolina, hasRoute, U.S. Route 521 in South Carolina]
Generated description
U.S. Route 521 in South Carolina is a north–south U.S. Highway that connects several communities between the Lowcountry and the North Carolina state line, serving as an important regional transportation corridor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 521 in South Carolina Target entity description: U.S. Route 521 in South Carolina is a north–south U.S. Highway that connects several communities between the Lowcountry and the North Carolina state line, serving as an important regional transportation corridor.
-
A.
U.S. Route 52 in South Carolina
U.S. Route 52 in South Carolina is a major north–south federal highway that connects cities such as Charleston, Florence, and Darlington, serving as an important corridor for regional travel and commerce.
-
B.
U.S. Route 321 in South Carolina
U.S. Route 321 in South Carolina is a north–south United States highway that connects several communities between the Georgia state line and the North Carolina border, serving as an important inland alternative to more coastal routes.
-
C.
U.S. Route 21 in South Carolina
U.S. Route 21 in South Carolina is a north–south federal highway that connects coastal areas near Beaufort and Hilton Head Island to inland communities as it travels toward the central part of the state.
-
D.
U.S. Route 25 in South Carolina
U.S. Route 25 in South Carolina is a major north–south federal highway that connects the Augusta, Georgia area to the Greenville region, serving as an important corridor for regional travel and commerce.
-
E.
U.S. Route 123 in South Carolina
U.S. Route 123 in South Carolina is a primary U.S. highway that connects the Greenville area with Clemson and other Upstate communities, serving as an important regional corridor for traffic and commerce.
- 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_69d7bdf366888190a8cccb982606889c |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e7e3be48190ba9159c9f1ac2ccd |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6a544badc8190877c39728e57af6f |
completed | May 3, 2026, 1:30 a.m. |
| NEDg | Description generation | batch_69f6a69b218c8190b7a1783f4608c484 |
completed | May 3, 2026, 1:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6a7a3c9948190bc6cee51ee66103d |
completed | May 3, 2026, 1:40 a.m. |
Created at: April 9, 2026, 5:30 p.m.