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.