Triple
T8695206
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bandera, Texas |
E206388
|
entity |
| Predicate | roadAccess |
P385
|
FINISHED |
| Object | Texas State Highway 16 |
E305373
|
NE FINISHED |
How this triple was built (2 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: Texas State Highway 16 | Statement: [Bandera, Texas, roadAccess, Texas State Highway 16]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Texas State Highway 16 Context triple: [Bandera, Texas, roadAccess, Texas State Highway 16]
-
A.
Texas State Highway 16
chosen
Texas State Highway 16 is a major north–south state highway in Texas that runs from the Mexican border near Zapata through the Texas Hill Country to the Dallas–Fort Worth region.
-
B.
Texas State Highway 11
Texas State Highway 11 is a state highway in northeastern Texas that runs east–west, connecting several communities including Sherman and serving as an important regional route.
-
C.
Texas State Highway 19
Texas State Highway 19 is a north–south state highway in eastern Texas that connects several rural communities and small cities between Huntsville and Paris.
-
D.
Texas State Highway 12
Texas State Highway 12 is a state-maintained roadway in Texas that serves as a regional connector route providing access to communities in the Dallas–Fort Worth area.
-
E.
Texas State Highway 130
Texas State Highway 130 is a toll road in central Texas known for its high speed limits and role as an alternative route to relieve congestion on Interstate 35.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca83555b6c8190abe930dd397e863b |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc58284c58819091beb05a7d6b3a1b |
completed | March 31, 2026, 11:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfc91f45948190aeaab61c8a7dfc3c |
completed | April 3, 2026, 2:05 p.m. |
Created at: March 30, 2026, 6:33 p.m.