Triple
T20883716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | U.S. Highways in Louisiana |
E514216
|
entity |
| Predicate | hasRoute |
P4374
|
FINISHED |
| Object |
U.S. Route 84 in Louisiana
U.S. Route 84 in Louisiana is a major east–west federal highway that traverses central and northern Louisiana, connecting rural communities and regional centers as part of the broader U.S. Route 84 corridor.
|
E1455259
|
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 84 in Louisiana | Statement: [U.S. Highways in Louisiana, hasRoute, U.S. Route 84 in Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 84 in Louisiana Context triple: [U.S. Highways in Louisiana, hasRoute, U.S. Route 84 in Louisiana]
-
A.
U.S. Route 84 in Alabama
U.S. Route 84 in Alabama is a major east–west U.S. Highway crossing southern Alabama, connecting cities such as Andalusia, Opp, and Dothan as part of a regional corridor between Mississippi and Georgia.
-
B.
U.S. Route 84 in Texas
U.S. Route 84 in Texas is a major east–west U.S. highway crossing the state and connecting rural communities with regional centers such as Lubbock and Waco.
-
C.
Louisiana Highway 818
Louisiana Highway 818 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
-
D.
U.S. Route 82 in Arkansas
U.S. Route 82 in Arkansas is an east–west United States highway that crosses southern Arkansas, connecting rural communities with regional centers and continuing into neighboring states.
-
E.
U.S. Route 84 in Georgia
U.S. Route 84 in Georgia is a major east–west U.S. Highway that traverses the southern part of the state, linking cities such as Bainbridge, Thomasville, and Waycross and serving as an important 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 84 in Louisiana Triple: [U.S. Highways in Louisiana, hasRoute, U.S. Route 84 in Louisiana]
Generated description
U.S. Route 84 in Louisiana is a major east–west federal highway that traverses central and northern Louisiana, connecting rural communities and regional centers as part of the broader U.S. Route 84 corridor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 84 in Louisiana Target entity description: U.S. Route 84 in Louisiana is a major east–west federal highway that traverses central and northern Louisiana, connecting rural communities and regional centers as part of the broader U.S. Route 84 corridor.
-
A.
U.S. Route 84 in Alabama
U.S. Route 84 in Alabama is a major east–west U.S. Highway crossing southern Alabama, connecting cities such as Andalusia, Opp, and Dothan as part of a regional corridor between Mississippi and Georgia.
-
B.
U.S. Route 84 in Texas
U.S. Route 84 in Texas is a major east–west U.S. highway crossing the state and connecting rural communities with regional centers such as Lubbock and Waco.
-
C.
Louisiana Highway 818
Louisiana Highway 818 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
-
D.
U.S. Route 82 in Arkansas
U.S. Route 82 in Arkansas is an east–west United States highway that crosses southern Arkansas, connecting rural communities with regional centers and continuing into neighboring states.
-
E.
U.S. Route 84 in Georgia
U.S. Route 84 in Georgia is a major east–west U.S. Highway that traverses the southern part of the state, linking cities such as Bainbridge, Thomasville, and Waycross and serving as an important 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_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.