Triple

T3638903

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oklahoma State University	`E77137`	entity
Predicate	affiliation	`P10`	FINISHED
Object	Oklahoma A&M System The Oklahoma A&M System is a public higher education network in Oklahoma that oversees Oklahoma State University and several other colleges focused on agriculture, mechanical arts, and related fields.	`E381310`	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 A&M System | Statement: [Oklahoma State University, affiliation, Oklahoma A&M System]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Oklahoma A&M System
Context triple: [Oklahoma State University, affiliation, Oklahoma A&M System]

A. Oklahoma State University
Oklahoma State University is a public land-grant research university in Stillwater, Oklahoma, known for its strong agricultural, engineering, and business programs and prominent athletics.
B. University of Oklahoma
The University of Oklahoma is a major public research university in Norman, Oklahoma, known for its strong academic programs, athletics, and contributions to fields such as meteorology and engineering.
C. 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.
D. Texas A&M University System
The Texas A&M University System is a state university system in Texas comprising multiple universities, agencies, and research centers, with Texas A&M University as its flagship institution.
E. Texas Tech University System
The Texas Tech University System is a public university system in Texas that oversees multiple institutions, including Texas Tech University, and coordinates their governance, funding, and strategic direction.
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 A&M System
Triple: [Oklahoma State University, affiliation, Oklahoma A&M System]

Generated description

The Oklahoma A&M System is a public higher education network in Oklahoma that oversees Oklahoma State University and several other colleges focused on agriculture, mechanical arts, and related fields.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Oklahoma A&M System
Target entity description: The Oklahoma A&M System is a public higher education network in Oklahoma that oversees Oklahoma State University and several other colleges focused on agriculture, mechanical arts, and related fields.

A. Oklahoma State University
Oklahoma State University is a public land-grant research university in Stillwater, Oklahoma, known for its strong agricultural, engineering, and business programs and prominent athletics.
B. University of Oklahoma
The University of Oklahoma is a major public research university in Norman, Oklahoma, known for its strong academic programs, athletics, and contributions to fields such as meteorology and engineering.
C. 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.
D. Texas A&M University System
The Texas A&M University System is a state university system in Texas comprising multiple universities, agencies, and research centers, with Texas A&M University as its flagship institution.
E. Texas Tech University System
The Texas Tech University System is a public university system in Texas that oversees multiple institutions, including Texas Tech University, and coordinates their governance, funding, and strategic direction.
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_69ad85dd0be48190b738990cb20c4731`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adc32a5d448190b24f379b8b2d4f9b`	completed	March 8, 2026, 6:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b4cddcfeec8190920648ec66b2a53c`	completed	March 14, 2026, 2:54 a.m.
NEDg	Description generation	`batch_69b4ce60cf88819094616f7c2a604946`	completed	March 14, 2026, 2:56 a.m.
NED2	Entity disambiguation (via description)	`batch_69b4cea9c7008190a69e3fa4cdd90fd8`	completed	March 14, 2026, 2:57 a.m.

Created at: March 8, 2026, 3:24 p.m.