Triple
T3521787
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | WTI crude oil futures |
E74438
|
entity |
| Predicate | deliveryLocation |
P27358
|
FINISHED |
| Object |
Cushing, Oklahoma
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.
|
E364309
|
NE FINISHED |
How this triple was built (5 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 | Statement: [WTI crude oil futures, deliveryLocation, Cushing, Oklahoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cushing, Oklahoma Context triple: [WTI crude oil futures, deliveryLocation, Cushing, Oklahoma]
-
A.
Oologah, Oklahoma
Oologah, Oklahoma is a small town in northeastern Oklahoma best known as the boyhood home of humorist Will Rogers and its proximity to Oologah Lake.
-
B.
Shattuck, Oklahoma
Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
-
C.
Muskogee, Oklahoma
Muskogee, Oklahoma is a city in eastern Oklahoma known historically as a regional commercial and transportation hub and for its role in Native American and frontier history.
-
D.
Madill, Oklahoma
Madill, Oklahoma is a small city in southern Oklahoma that serves as the county seat of Marshall County and a local hub within the Texoma region.
-
E.
Okmulgee, Oklahoma
Okmulgee, Oklahoma is a small city in eastern Oklahoma that serves as the governmental and cultural center of the Muscogee (Creek) Nation.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Cushing, Oklahoma Triple: [WTI crude oil futures, deliveryLocation, Cushing, Oklahoma]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cushing, Oklahoma Target entity description: 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.
-
A.
Oologah, Oklahoma
Oologah, Oklahoma is a small town in northeastern Oklahoma best known as the boyhood home of humorist Will Rogers and its proximity to Oologah Lake.
-
B.
Shattuck, Oklahoma
Shattuck, Oklahoma is a small town in northwestern Oklahoma known for its rural character and historic windmill park.
-
C.
Muskogee, Oklahoma
Muskogee, Oklahoma is a city in eastern Oklahoma known historically as a regional commercial and transportation hub and for its role in Native American and frontier history.
-
D.
Madill, Oklahoma
Madill, Oklahoma is a small city in southern Oklahoma that serves as the county seat of Marshall County and a local hub within the Texoma region.
-
E.
Okmulgee, Oklahoma
Okmulgee, Oklahoma is a small city in eastern Oklahoma that serves as the governmental and cultural center of the Muscogee (Creek) Nation.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: deliveryLocation Context triple: [WTI crude oil futures, deliveryLocation, Cushing, Oklahoma]
-
A.
deliverySystem
Indicates a system, method, or mechanism by which something (such as a product, service, or substance) is transported, distributed, or conveyed from a source to a recipient.
-
B.
deliveryType
Indicates the method or mode by which a product, service, or item is delivered or fulfilled.
-
C.
placeOfFirstDelivery
chosen
Indicates the location where something (such as a product, service, or item) is initially delivered for the first time.
-
D.
deliveryPlatform
Indicates that one entity serves as the platform, service, or medium through which another entity’s delivery or distribution is carried out.
-
E.
deliveredBy
Indicates that something (such as a product, message, or service) is brought, transported, or provided to its destination by a specified agent or carrier.
- F. None of above.
Provenance (6 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_69ad85d0c5488190a3d8e02ebd01a1aa |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc4dd6d48190a5a3f4b86c82b86c |
completed | March 8, 2026, 6:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b37e87c7948190901d98f34e3987eb |
completed | March 13, 2026, 3:03 a.m. |
| NEDg | Description generation | batch_69b37f13d5e881908eaa05b11e493e8b |
completed | March 13, 2026, 3:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b37f703ff081908a9aa3588da52d76 |
completed | March 13, 2026, 3:07 a.m. |
| PD | Predicate disambiguation | batch_69adae10689c8190b7dc6d7daa8295b6 |
completed | March 8, 2026, 5:12 p.m. |
Created at: March 8, 2026, 3:19 p.m.