Triple
T16093352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Texas state highways |
E390416
|
entity |
| Predicate | integratedWith |
P2830
|
FINISHED |
| Object | U.S. Highway System in Texas |
E594552
|
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: U.S. Highway System in Texas | Statement: [Texas state highways, integratedWith, U.S. Highway System in Texas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Highway System in Texas Context triple: [Texas state highways, integratedWith, U.S. Highway System in Texas]
-
A.
U.S. Highways in Texas
chosen
U.S. Highways in Texas are a network of federally designated routes that traverse the state, connecting major cities, rural areas, and neighboring states as part of the national U.S. Highway System.
-
B.
US Highway 75 in Texas
US Highway 75 in Texas is a major north–south U.S. highway that runs from the Dallas–Fort Worth area through several North Texas cities toward the Oklahoma state line, serving as a key commuter and regional transportation corridor.
-
C.
U.S. Route 377 in Texas
U.S. Route 377 in Texas is a north–south U.S. highway that runs from the Dallas–Fort Worth area through several North and Central Texas communities toward the Oklahoma state line.
-
D.
U.S. Route 77 in Texas
U.S. Route 77 in Texas is a major north–south U.S. Highway that runs from the Mexican border at Brownsville through numerous South and Central Texas communities toward the Dallas–Fort Worth region.
-
E.
Texas state highways
Texas state highways are a network of state-maintained roads across Texas that connect cities, towns, and regions, supporting intrastate travel and commerce.
- 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_69d87f198bc48190a8b7e53ca15b7ead |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e1858ed09881909bde122971d95753 |
completed | April 17, 2026, 12:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff29da7008190aebeb35113e726ef |
completed | May 10, 2026, 2:51 a.m. |
Created at: April 10, 2026, 4:59 a.m.