Triple
T4281887
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waco, Texas |
E97168
|
entity |
| Predicate | locatedInMetropolitanCorridor |
P38993
|
FINISHED |
| Object | I-35 corridor between Dallas–Fort Worth and Austin |
E20699
|
NE FINISHED |
How this triple was built (3 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: I-35 corridor between Dallas–Fort Worth and Austin | Statement: [Waco, Texas, locatedInMetropolitanCorridor, I-35 corridor between Dallas–Fort Worth and Austin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: I-35 corridor between Dallas–Fort Worth and Austin Context triple: [Waco, Texas, locatedInMetropolitanCorridor, I-35 corridor between Dallas–Fort Worth and Austin]
-
A.
Interstate 35W (Texas)
Interstate 35W (Texas) is a major north–south auxiliary interstate highway that branches from I-35 to serve the Fort Worth area in North Texas.
-
B.
Interstate 35
chosen
Interstate 35 is a major north–south U.S. highway running from the Mexican border in Texas through the central United States to Minnesota, serving numerous key cities along its route.
-
C.
Interstate 30
Interstate 30 is a major east–west U.S. highway running through Texas and Arkansas, connecting cities such as Dallas and Fort Worth to Little Rock.
-
D.
North Central Expressway (US 75)
North Central Expressway (US 75) is a major north–south freeway running through the Dallas–Fort Worth area of Texas, serving as a key transportation corridor for commuters and regional traffic.
-
E.
Texas State Highway 59
Texas State Highway 59 is a state-maintained roadway in Texas that serves as a regional connector route through several North Texas counties, including Cooke County.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: locatedInMetropolitanCorridor Context triple: [Waco, Texas, locatedInMetropolitanCorridor, I-35 corridor between Dallas–Fort Worth and Austin]
-
A.
locatedNearMetropolitanArea
Indicates that one entity is situated in close geographic proximity to a metropolitan (urban) area.
-
B.
belongsToUrbanCorridor
chosen
Indicates that something is part of, contained within, or functionally integrated into a continuous urban corridor or urbanized area.
-
C.
majorUrbanCorridor
Indicates a primary transportation route that connects significant urban areas and supports major flows of people, goods, or services between them.
-
D.
operatesInMetropolitanArea
Indicates that an entity conducts its activities or provides its services within a specified metropolitan area.
-
E.
partOfMetropolitanArea
Indicates that one place is included within and belongs to the larger metropolitan area of another place.
- F. None of above.
Provenance (4 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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3503938f481909505e0a322dd2b6c |
completed | March 12, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7bb0168819082a49347fdfe0997 |
completed | March 14, 2026, 7:32 p.m. |
| PD | Predicate disambiguation | batch_69b347fc4c0c8190a7fcd814e27308a5 |
completed | March 12, 2026, 11:10 p.m. |
Created at: March 12, 2026, 11:07 p.m.