Triple
T20883724
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Highways in Louisiana |
E514216
|
entity |
| Predicate | hasRoute |
P4374
|
FINISHED |
| Object |
U.S. Route 190 Business in Louisiana
U.S. Route 190 Business in Louisiana is a designated business loop of U.S. Route 190 that passes through local city centers to provide access to downtown areas and commercial districts.
|
E1458308
|
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 190 Business in Louisiana | Statement: [U.S. Highways in Louisiana, hasRoute, U.S. Route 190 Business in Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 190 Business in Louisiana Context triple: [U.S. Highways in Louisiana, hasRoute, U.S. Route 190 Business in Louisiana]
-
A.
U.S. Route 11 in Louisiana
U.S. Route 11 in Louisiana is a north–south U.S. Highway that runs through the southeastern part of the state, connecting the New Orleans area to the Mississippi state line.
-
B.
U.S. Route 79 in Louisiana
U.S. Route 79 in Louisiana is a segment of the federal U.S. Highway System that runs through northern Louisiana, connecting local communities to neighboring states as part of a major regional transportation corridor.
-
C.
U.S. Route 190 in Krotz Springs, Louisiana
U.S. Route 190 in Krotz Springs, Louisiana is a major east–west highway corridor in central Louisiana that serves as a key junction and connection point for regional and national routes.
-
D.
U.S. Route 80 in Louisiana
U.S. Route 80 in Louisiana is a major east–west highway that traverses the northern part of the state, connecting cities such as Shreveport and Monroe before continuing into neighboring states.
-
E.
U.S. Route 51 in Louisiana
U.S. Route 51 in Louisiana is a north–south United States highway that runs through the state, generally paralleling Interstate 55 and connecting New Orleans with communities in southeastern and central Louisiana.
- 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 190 Business in Louisiana Triple: [U.S. Highways in Louisiana, hasRoute, U.S. Route 190 Business in Louisiana]
Generated description
U.S. Route 190 Business in Louisiana is a designated business loop of U.S. Route 190 that passes through local city centers to provide access to downtown areas and commercial districts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 190 Business in Louisiana Target entity description: U.S. Route 190 Business in Louisiana is a designated business loop of U.S. Route 190 that passes through local city centers to provide access to downtown areas and commercial districts.
-
A.
U.S. Route 11 in Louisiana
U.S. Route 11 in Louisiana is a north–south U.S. Highway that runs through the southeastern part of the state, connecting the New Orleans area to the Mississippi state line.
-
B.
U.S. Route 79 in Louisiana
U.S. Route 79 in Louisiana is a segment of the federal U.S. Highway System that runs through northern Louisiana, connecting local communities to neighboring states as part of a major regional transportation corridor.
-
C.
U.S. Route 190 in Krotz Springs, Louisiana
U.S. Route 190 in Krotz Springs, Louisiana is a major east–west highway corridor in central Louisiana that serves as a key junction and connection point for regional and national routes.
-
D.
U.S. Route 80 in Louisiana
U.S. Route 80 in Louisiana is a major east–west highway that traverses the northern part of the state, connecting cities such as Shreveport and Monroe before continuing into neighboring states.
-
E.
U.S. Route 51 in Louisiana
U.S. Route 51 in Louisiana is a north–south United States highway that runs through the state, generally paralleling Interstate 55 and connecting New Orleans with communities in southeastern and central Louisiana.
- 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_69e0b4f733f081908a401c0b7beb0b9f |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c67bd32c819097301e330e358c49 |
completed | April 21, 2026, 12:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a091fb9ac788190af4534ed4ceef34a |
completed | May 17, 2026, 1:54 a.m. |
| NEDg | Description generation | batch_6a09222021188190b47f8b234f6b722d |
completed | May 17, 2026, 2:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a092282d6d881909fff6ec0cc2a2ffb |
completed | May 17, 2026, 2:05 a.m. |
Created at: April 16, 2026, 12:46 p.m.