Triple
T10134246
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Longview–Marshall metropolitan area |
E226814
|
entity |
| Predicate | servedByHighway |
P385
|
FINISHED |
| Object |
U.S. Route 259
U.S. Route 259 is a north–south U.S. highway in Texas and Oklahoma that serves as a regional connector through several communities, including parts of East Texas.
|
E1079989
|
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 259 | Statement: [Longview–Marshall metropolitan area, servedByHighway, U.S. Route 259]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 259 Context triple: [Longview–Marshall metropolitan area, servedByHighway, U.S. Route 259]
-
A.
U.S. Route 250
U.S. Route 250 is a U.S. highway running generally northeast–southwest through several states in the eastern United States, connecting rural areas, small towns, and regional cities.
-
B.
U.S. Route 221
U.S. Route 221 is a north–south United States highway that runs through several southeastern states, connecting rural communities and regional centers.
-
C.
U.S. Route 321
U.S. Route 321 is a major north–south U.S. highway in the southeastern United States that connects Tennessee, North Carolina, and South Carolina, linking cities such as Knoxville, Boone, and Columbia.
-
D.
U.S. Route 220
U.S. Route 220 is a major north–south U.S. Highway running from Rockingham, North Carolina, to Waverly, New York, passing through several Mid-Atlantic and Appalachian states.
-
E.
U.S. Route 522
U.S. Route 522 is a north–south United States highway running through Virginia, West Virginia, Maryland, and Pennsylvania, linking rural communities and small cities across the Mid-Atlantic region.
- 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 259 Triple: [Longview–Marshall metropolitan area, servedByHighway, U.S. Route 259]
Generated description
U.S. Route 259 is a north–south U.S. highway in Texas and Oklahoma that serves as a regional connector through several communities, including parts of East Texas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 259 Target entity description: U.S. Route 259 is a north–south U.S. highway in Texas and Oklahoma that serves as a regional connector through several communities, including parts of East Texas.
-
A.
U.S. Route 250
U.S. Route 250 is a U.S. highway running generally northeast–southwest through several states in the eastern United States, connecting rural areas, small towns, and regional cities.
-
B.
U.S. Route 221
U.S. Route 221 is a north–south United States highway that runs through several southeastern states, connecting rural communities and regional centers.
-
C.
U.S. Route 321
U.S. Route 321 is a major north–south U.S. highway in the southeastern United States that connects Tennessee, North Carolina, and South Carolina, linking cities such as Knoxville, Boone, and Columbia.
-
D.
U.S. Route 220
U.S. Route 220 is a major north–south U.S. Highway running from Rockingham, North Carolina, to Waverly, New York, passing through several Mid-Atlantic and Appalachian states.
-
E.
U.S. Route 522
U.S. Route 522 is a north–south United States highway running through Virginia, West Virginia, Maryland, and Pennsylvania, linking rural communities and small cities across the Mid-Atlantic region.
- 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_69ca8433ec308190b8b25a6fe359c34c |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cdd33808048190b6023a6cd83fc179 |
completed | April 2, 2026, 2:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcd082fe64819088a270f18190b172 |
completed | May 7, 2026, 5:48 p.m. |
| NEDg | Description generation | batch_69fcd340e25881908c2ff61a40da2e7a |
completed | May 7, 2026, 6 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fcd3fe5f5081909291e8b9af77ee33 |
completed | May 7, 2026, 6:03 p.m. |
Created at: March 30, 2026, 9:06 p.m.