Triple
T20883722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Highways in Louisiana |
E514216
|
entity |
| Predicate | hasRoute |
P4374
|
FINISHED |
| Object |
U.S. Route 171 in Louisiana
U.S. Route 171 in Louisiana is a north–south United States highway that connects the Lake Charles area in southwest Louisiana to the Shreveport region in the northwest, serving as a key inland corridor through the western part of the state.
|
E1461957
|
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 171 in Louisiana | Statement: [U.S. Highways in Louisiana, hasRoute, U.S. Route 171 in Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 171 in Louisiana Context triple: [U.S. Highways in Louisiana, hasRoute, U.S. Route 171 in Louisiana]
-
A.
U.S. Route 167 in Louisiana
U.S. Route 167 in Louisiana is a major north–south U.S. Highway that connects central and northern parts of the state, serving cities such as Lafayette, Alexandria, and Ruston.
-
B.
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.
-
C.
U.S. Route 71 in Louisiana
U.S. Route 71 in Louisiana is a major north–south U.S. Highway that traverses the state, connecting several key cities and rural areas from the Arkansas border toward central and southern Louisiana.
-
D.
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.
-
E.
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.
- 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 171 in Louisiana Triple: [U.S. Highways in Louisiana, hasRoute, U.S. Route 171 in Louisiana]
Generated description
U.S. Route 171 in Louisiana is a north–south United States highway that connects the Lake Charles area in southwest Louisiana to the Shreveport region in the northwest, serving as a key inland corridor through the western part of the state.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 171 in Louisiana Target entity description: U.S. Route 171 in Louisiana is a north–south United States highway that connects the Lake Charles area in southwest Louisiana to the Shreveport region in the northwest, serving as a key inland corridor through the western part of the state.
-
A.
U.S. Route 167 in Louisiana
U.S. Route 167 in Louisiana is a major north–south U.S. Highway that connects central and northern parts of the state, serving cities such as Lafayette, Alexandria, and Ruston.
-
B.
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.
-
C.
U.S. Route 71 in Louisiana
U.S. Route 71 in Louisiana is a major north–south U.S. Highway that traverses the state, connecting several key cities and rural areas from the Arkansas border toward central and southern Louisiana.
-
D.
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.
-
E.
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.
- 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_6a093b40b32c819093685be0ca2ea84a |
completed | May 17, 2026, 3:51 a.m. |
| NEDg | Description generation | batch_6a093e2d718c81908cf1b9dc5f2a34d3 |
completed | May 17, 2026, 4:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a093eccb0b08190a6c8383c607a49d4 |
completed | May 17, 2026, 4:06 a.m. |
Created at: April 16, 2026, 12:46 p.m.