Triple
T20883726
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Highways in Louisiana |
E514216
|
entity |
| Predicate | hasRoute |
P4374
|
FINISHED |
| Object |
U.S. Route 425 in Louisiana
U.S. Route 425 in Louisiana is a north–south U.S. Highway that serves as a key regional corridor connecting rural communities and small cities in the northeastern part of the state.
|
E1455260
|
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 425 in Louisiana | Statement: [U.S. Highways in Louisiana, hasRoute, U.S. Route 425 in Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 425 in Louisiana Context triple: [U.S. Highways in Louisiana, hasRoute, U.S. Route 425 in Louisiana]
-
A.
U.S. Route 425 in Arkansas
U.S. Route 425 in Arkansas is a north–south United States highway that traverses the state, connecting rural communities and regional centers as part of the broader U.S. Highway System.
-
B.
Louisiana Highway 545
Louisiana Highway 545 is a state highway in northern Louisiana that serves as a local connector route within Lincoln Parish and surrounding rural areas.
-
C.
U.S. Route 270 in Arkansas
U.S. Route 270 in Arkansas is a major east–west U.S. Highway that connects central and western parts of the state, serving cities such as Hot Springs and linking to neighboring states’ highway networks.
-
D.
Louisiana Highway 584
Louisiana Highway 584 is a state highway in northeastern Louisiana that serves as a local connector route within Richland Parish.
-
E.
Louisiana Highway 544
Louisiana Highway 544 is a state highway in northern Louisiana that serves as a local connector route within Lincoln Parish and surrounding rural areas.
- 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 425 in Louisiana Triple: [U.S. Highways in Louisiana, hasRoute, U.S. Route 425 in Louisiana]
Generated description
U.S. Route 425 in Louisiana is a north–south U.S. Highway that serves as a key regional corridor connecting rural communities and small cities in the northeastern part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 425 in Louisiana Target entity description: U.S. Route 425 in Louisiana is a north–south U.S. Highway that serves as a key regional corridor connecting rural communities and small cities in the northeastern part of the state.
-
A.
U.S. Route 425 in Arkansas
U.S. Route 425 in Arkansas is a north–south United States highway that traverses the state, connecting rural communities and regional centers as part of the broader U.S. Highway System.
-
B.
Louisiana Highway 545
Louisiana Highway 545 is a state highway in northern Louisiana that serves as a local connector route within Lincoln Parish and surrounding rural areas.
-
C.
U.S. Route 270 in Arkansas
U.S. Route 270 in Arkansas is a major east–west U.S. Highway that connects central and western parts of the state, serving cities such as Hot Springs and linking to neighboring states’ highway networks.
-
D.
Louisiana Highway 584
Louisiana Highway 584 is a state highway in northeastern Louisiana that serves as a local connector route within Richland Parish.
-
E.
Louisiana Highway 544
Louisiana Highway 544 is a state highway in northern Louisiana that serves as a local connector route within Lincoln Parish and surrounding rural areas.
- 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_6a0913a67fec819093ea6b8388f983f0 |
completed | May 17, 2026, 1:02 a.m. |
| NEDg | Description generation | batch_6a0914d5ffb081909f7eca2593de8a10 |
completed | May 17, 2026, 1:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0915665ec081909695a6c4aba50dbc |
completed | May 17, 2026, 1:09 a.m. |
Created at: April 16, 2026, 12:46 p.m.