Triple
T1030234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hueytown, Alabama |
E22232
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
U.S. Route 11 nearby
U.S. Route 11 is a major north–south U.S. Highway running through the eastern United States, providing regional connectivity through states such as Alabama.
|
E121415
|
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 11 nearby | Statement: [Hueytown, Alabama, hasTransportation, U.S. Route 11 nearby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 11 nearby Context triple: [Hueytown, Alabama, hasTransportation, U.S. Route 11 nearby]
-
A.
U.S. Route 101 (nearby)
U.S. Route 101 is a major north–south U.S. highway running along much of the West Coast, serving key urban and suburban areas in California, Oregon, and Washington.
-
B.
U.S. Route 71 (nearby)
U.S. Route 71 is a major north–south United States highway running through the central states, providing regional connectivity near Lamar, Missouri.
-
C.
U.S. Route 231 near Cottondale
U.S. Route 231 near Cottondale is a segment of the north–south U.S. highway in Florida’s Panhandle that serves as a key connector between rural Jackson County and major east–west routes, including Interstate 10.
-
D.
U.S. Route 19
U.S. Route 19 is a major north–south United States highway running from Erie, Pennsylvania, to Memphis, Florida, passing through several states in the eastern U.S.
-
E.
U.S. Route 319 in Tallahassee
U.S. Route 319 in Tallahassee is a major north–south U.S. highway serving the Tallahassee area, providing regional connectivity and access to key local destinations.
- 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 11 nearby Triple: [Hueytown, Alabama, hasTransportation, U.S. Route 11 nearby]
Generated description
U.S. Route 11 is a major north–south U.S. Highway running through the eastern United States, providing regional connectivity through states such as Alabama.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 11 nearby Target entity description: U.S. Route 11 is a major north–south U.S. Highway running through the eastern United States, providing regional connectivity through states such as Alabama.
-
A.
U.S. Route 101 (nearby)
U.S. Route 101 is a major north–south U.S. highway running along much of the West Coast, serving key urban and suburban areas in California, Oregon, and Washington.
-
B.
U.S. Route 71 (nearby)
U.S. Route 71 is a major north–south United States highway running through the central states, providing regional connectivity near Lamar, Missouri.
-
C.
U.S. Route 231 near Cottondale
U.S. Route 231 near Cottondale is a segment of the north–south U.S. highway in Florida’s Panhandle that serves as a key connector between rural Jackson County and major east–west routes, including Interstate 10.
-
D.
U.S. Route 19
U.S. Route 19 is a major north–south United States highway running from Erie, Pennsylvania, to Memphis, Florida, passing through several states in the eastern U.S.
-
E.
U.S. Route 319 in Tallahassee
U.S. Route 319 in Tallahassee is a major north–south U.S. highway serving the Tallahassee area, providing regional connectivity and access to key local destinations.
- 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_69a493d848848190aed4011b34b2e8d3 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7f962608190b3ebd9140472b979 |
completed | March 1, 2026, 10:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bbf5a1c819086e1ff529d05f311 |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3d80db008190b71b893f9d78ba4b |
completed | March 7, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3df3fea8819080b83c840ffd59a8 |
completed | March 7, 2026, 3:02 p.m. |
Created at: March 1, 2026, 7:41 p.m.