Triple

T458924

Position	Surface form	Disambiguated ID	Type / Status
Subject	Levine-Fricke Field	`E7293`	entity
Predicate	homeVenueOf	`P890`	FINISHED
Object	California Golden Bears softball California Golden Bears softball is the NCAA Division I women's softball program representing the University of California, Berkeley in the Pac-12 Conference.	`E57718`	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: California Golden Bears softball | Statement: [Levine-Fricke Field, homeVenueOf, California Golden Bears softball]

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

Target entity: California Golden Bears softball
Context triple: [Levine-Fricke Field, homeVenueOf, California Golden Bears softball]

A. Oregon State Beavers softball
Oregon State Beavers softball is the NCAA Division I women's softball program representing Oregon State University in the Pac-12 Conference.
B. California Golden Bears women’s basketball
California Golden Bears women’s basketball is the University of California, Berkeley’s NCAA Division I women’s basketball program, competing in the Pac-12 Conference and known for its strong regional presence and historic rivalry with Stanford.
C. Oregon State Beavers baseball
Oregon State Beavers baseball is the NCAA Division I college baseball program of Oregon State University, known for its multiple national championships and strong presence in the Pac-12 Conference.
D. California Golden Bears women’s water polo team
The California Golden Bears women’s water polo team is the University of California, Berkeley’s NCAA Division I women’s water polo program, competing in the Pac-12/Collegiate water polo landscape and known for its strong performances and national prominence.
E. Fresno State Bulldogs
The Fresno State Bulldogs are the intercollegiate athletic teams representing California State University, Fresno, competing primarily in NCAA Division I as members of the Mountain West Conference.
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: California Golden Bears softball
Triple: [Levine-Fricke Field, homeVenueOf, California Golden Bears softball]

Generated description

California Golden Bears softball is the NCAA Division I women's softball program representing the University of California, Berkeley in the Pac-12 Conference.

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

Target entity: California Golden Bears softball
Target entity description: California Golden Bears softball is the NCAA Division I women's softball program representing the University of California, Berkeley in the Pac-12 Conference.

A. Oregon State Beavers softball
Oregon State Beavers softball is the NCAA Division I women's softball program representing Oregon State University in the Pac-12 Conference.
B. California Golden Bears women’s basketball
California Golden Bears women’s basketball is the University of California, Berkeley’s NCAA Division I women’s basketball program, competing in the Pac-12 Conference and known for its strong regional presence and historic rivalry with Stanford.
C. Oregon State Beavers baseball
Oregon State Beavers baseball is the NCAA Division I college baseball program of Oregon State University, known for its multiple national championships and strong presence in the Pac-12 Conference.
D. California Golden Bears women’s water polo team
The California Golden Bears women’s water polo team is the University of California, Berkeley’s NCAA Division I women’s water polo program, competing in the Pac-12/Collegiate water polo landscape and known for its strong performances and national prominence.
E. Fresno State Bulldogs
The Fresno State Bulldogs are the intercollegiate athletic teams representing California State University, Fresno, competing primarily in NCAA Division I as members of the Mountain West Conference.
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_69a2e7e5c5bc8190a1dc8178218fba40`	completed	Feb. 28, 2026, 1:04 p.m.
NER	Named-entity recognition	`batch_69a2efa4a6208190a8243a0e14f84f52`	completed	Feb. 28, 2026, 1:37 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a44f583ea081908d92fe5b5dc4d3c0`	completed	March 1, 2026, 2:38 p.m.
NEDg	Description generation	`batch_69a45150b3f8819094519329a68fb1b8`	completed	March 1, 2026, 2:46 p.m.
NED2	Entity disambiguation (via description)	`batch_69a451ab785c8190b4cab0d162b4efa8`	completed	March 1, 2026, 2:48 p.m.

Created at: Feb. 28, 2026, 1:12 p.m.