Triple
T15243264
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cushing oil hub |
E364311
|
entity |
| Predicate | knownAs |
P39
|
FINISHED |
| Object | Cushing, Oklahoma oil hub |
E364309
|
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: Cushing, Oklahoma oil hub | Statement: [Cushing oil hub, knownAs, Cushing, Oklahoma oil hub]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cushing, Oklahoma oil hub Context triple: [Cushing oil hub, knownAs, Cushing, Oklahoma oil hub]
-
A.
Cushing, Oklahoma
chosen
Cushing, Oklahoma is a major U.S. oil storage and pipeline hub that serves as the primary delivery and pricing point for West Texas Intermediate (WTI) crude oil.
-
B.
Anadarko, Oklahoma
Anadarko, Oklahoma is a small city in Caddo County known as a center of Native American culture and tribal governance in southwestern Oklahoma.
-
C.
Weatherford, Oklahoma
Weatherford, Oklahoma is a small city in western Oklahoma known for its energy industry ties, Southwestern Oklahoma State University, and proximity to historic Route 66.
-
D.
Stillwater, Oklahoma
Stillwater, Oklahoma is a mid-sized city in north-central Oklahoma best known as the home of Oklahoma State University and a regional center for education, agriculture, and industry.
-
E.
Mustang, Oklahoma
Mustang, Oklahoma is a rapidly growing suburban city in the Oklahoma City metropolitan area known for its family-friendly community and annual Western-themed celebrations.
- 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_69d85a0dde7481908fc64d1e82d5d20d |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e007dcc33081908545ea1a1d2c19fe |
completed | April 15, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fedd461cf08190a506aac2f0cec83a |
completed | May 9, 2026, 7:07 a.m. |
Created at: April 10, 2026, 3:13 a.m.