Triple

T6434928
Position Surface form Disambiguated ID Type / Status
Subject Black Mesa E129869 entity
Predicate managedBy P86 FINISHED
Object Oklahoma Tourism and Recreation Department
The Oklahoma Tourism and Recreation Department is the state agency responsible for promoting tourism and managing Oklahoma’s parks, natural attractions, and recreational resources.
 E591902 NE FINISHED

How this triple was built (4 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: Oklahoma Tourism and Recreation Department | Statement: [Black Mesa, managedBy, Oklahoma Tourism and Recreation Department]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oklahoma Tourism and Recreation Department
Context triple: [Black Mesa, managedBy, Oklahoma Tourism and Recreation Department]
  • A. Oklahoma Historical Society
    The Oklahoma Historical Society is a state agency and nonprofit organization dedicated to preserving and sharing Oklahoma’s history through museums, archives, educational programs, and historic sites.
  • B. Oklahoma Department of Emergency Management
    The Oklahoma Department of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies in Oklahoma.
  • C. Government of Oklahoma
    The Government of Oklahoma is the state-level governing body of Oklahoma, comprising executive, legislative, and judicial branches that administer and enforce state laws and policies.
  • D. Oklahoma Turnpike Authority
    The Oklahoma Turnpike Authority is the state agency responsible for financing, constructing, and operating Oklahoma’s system of toll roads and turnpikes.
  • E. Oklahoma State Regents for Higher Education
    The Oklahoma State Regents for Higher Education is the constitutional coordinating board that oversees and sets policy for the public higher education system in the state of Oklahoma.
  • 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: Oklahoma Tourism and Recreation Department
Triple: [Black Mesa, managedBy, Oklahoma Tourism and Recreation Department]
Generated description
The Oklahoma Tourism and Recreation Department is the state agency responsible for promoting tourism and managing Oklahoma’s parks, natural attractions, and recreational resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oklahoma Tourism and Recreation Department
Target entity description: The Oklahoma Tourism and Recreation Department is the state agency responsible for promoting tourism and managing Oklahoma’s parks, natural attractions, and recreational resources.
  • A. Oklahoma Historical Society
    The Oklahoma Historical Society is a state agency and nonprofit organization dedicated to preserving and sharing Oklahoma’s history through museums, archives, educational programs, and historic sites.
  • B. Oklahoma Department of Emergency Management
    The Oklahoma Department of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies in Oklahoma.
  • C. Government of Oklahoma
    The Government of Oklahoma is the state-level governing body of Oklahoma, comprising executive, legislative, and judicial branches that administer and enforce state laws and policies.
  • D. Oklahoma Turnpike Authority
    The Oklahoma Turnpike Authority is the state agency responsible for financing, constructing, and operating Oklahoma’s system of toll roads and turnpikes.
  • E. Oklahoma State Regents for Higher Education
    The Oklahoma State Regents for Higher Education is the constitutional coordinating board that oversees and sets policy for the public higher education system in the state of Oklahoma.
  • F. None of above. chosen

Provenance (5 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_69c0084caac48190a7bc2ad8ba44536f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c069415c3c8190b91bd12ae79edd26 completed March 22, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640efd490819084b3b67b3b0680b6 completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c6420e3fe48190aef959cb7ab1e0d3 completed March 27, 2026, 8:38 a.m.
NED2 Entity disambiguation (via description) batch_69c642a344e48190bccb0f0d122fca4c completed March 27, 2026, 8:41 a.m.
Created at: March 22, 2026, 4:45 p.m.