Triple
T1316056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chambers County, Alabama |
E28104
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object |
U.S. Route 431
U.S. Route 431 is a major north–south United States highway running through Alabama and several other southeastern states, connecting numerous rural communities and regional centers.
|
E692557
|
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 431 | Statement: [Chambers County, Alabama, hasMajorHighway, U.S. Route 431]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 431 Context triple: [Chambers County, Alabama, hasMajorHighway, U.S. Route 431]
-
A.
U.S. Route 311
U.S. Route 311 is a U.S. highway in North Carolina that connects the Piedmont Triad region with surrounding communities, serving as a key corridor for local and regional traffic.
-
B.
U.S. Route 411
U.S. Route 411 is a U.S. highway running through the southeastern United States, connecting cities in Alabama, Georgia, and Tennessee.
-
C.
U.S. Route 231
U.S. Route 231 is a major north–south United States highway that runs through several states in the central and southeastern U.S., connecting rural areas and regional cities.
-
D.
U.S. Route 441
U.S. Route 441 is a major north–south U.S. Highway running from Florida to Tennessee, serving as an important regional corridor through several southeastern states.
-
E.
U.S. Route 31E
U.S. Route 31E is a U.S. highway running through central Kentucky and Tennessee, serving as one of two main branches of U.S. Route 31 between Nashville and Louisville.
- 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 431 Triple: [Chambers County, Alabama, hasMajorHighway, U.S. Route 431]
Generated description
U.S. Route 431 is a major north–south United States highway running through Alabama and several other southeastern states, connecting numerous rural communities and regional centers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 431 Target entity description: U.S. Route 431 is a major north–south United States highway running through Alabama and several other southeastern states, connecting numerous rural communities and regional centers.
-
A.
U.S. Route 311
U.S. Route 311 is a U.S. highway in North Carolina that connects the Piedmont Triad region with surrounding communities, serving as a key corridor for local and regional traffic.
-
B.
U.S. Route 411
U.S. Route 411 is a U.S. highway running through the southeastern United States, connecting cities in Alabama, Georgia, and Tennessee.
-
C.
U.S. Route 231
U.S. Route 231 is a major north–south United States highway that runs through several states in the central and southeastern U.S., connecting rural areas and regional cities.
-
D.
U.S. Route 441
U.S. Route 441 is a major north–south U.S. Highway running from Florida to Tennessee, serving as an important regional corridor through several southeastern states.
-
E.
U.S. Route 31E
U.S. Route 31E is a U.S. highway running through central Kentucky and Tennessee, serving as one of two main branches of U.S. Route 31 between Nashville and Louisville.
- 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_69a498532c3481909223b74af2e578df |
completed | March 1, 2026, 7:49 p.m. |
| NER | Named-entity recognition | batch_69a4c173a72481909a820d6da6ef9e69 |
completed | March 1, 2026, 10:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ca621ce1b881908ed8145e0088ea3f |
completed | March 30, 2026, 11:44 a.m. |
| NEDg | Description generation | batch_69ca629206f48190bc29ffda7c8865ee |
completed | March 30, 2026, 11:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ca62e497288190adfe0181ea194af4 |
completed | March 30, 2026, 11:47 a.m. |
Created at: March 1, 2026, 7:55 p.m.