Triple
T9731377
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tyler, Texas |
E235749
|
entity |
| Predicate | majorHighway |
P385
|
FINISHED |
| Object | State Highway 31 (Texas) |
E507310
|
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: State Highway 31 (Texas) | Statement: [Tyler, Texas, majorHighway, State Highway 31 (Texas)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: State Highway 31 (Texas) Context triple: [Tyler, Texas, majorHighway, State Highway 31 (Texas)]
-
A.
Texas State Highway 31
chosen
Texas State Highway 31 is a major east–west state highway in Texas that connects several cities and communities, including the Tyler metropolitan area, and serves as an important regional transportation corridor.
-
B.
State Highway 36 (Texas)
State Highway 36 (Texas) is a major state highway running across central Texas, connecting cities such as Temple and serving as an important regional transportation route.
-
C.
Texas State Highway 30
Texas State Highway 30 is a primary east–west state highway in Texas that connects College Station to Huntsville and serves as a key regional transportation route in the Brazos Valley.
-
D.
Texas State Highway 315
Texas State Highway 315 is a state-maintained roadway in East Texas that connects several rural communities and regional routes within and around Rusk County.
-
E.
State Highway 183 (Texas)
State Highway 183 (Texas) is a major east–west roadway in the Dallas–Fort Worth metropolitan area that serves as a key commuter and connector route between several important freeways and suburbs.
- 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_69ca84d0fad481909cdd45aa77416c48 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cd9eb2373c81909139c7a2ff2aa541 |
completed | April 1, 2026, 10:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d19fb97b6c81908d5f1d4f587a9188 |
completed | April 4, 2026, 11:33 p.m. |
Created at: March 30, 2026, 8:21 p.m.