Triple

T9591521
Position Surface form Disambiguated ID Type / Status
Subject Texas higher education system E231428 entity
Predicate relatedTo P37 FINISHED
Object Texas workforce development system E682275 NE FINISHED

How this triple was built (2 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: Texas workforce development system | Statement: [Texas higher education system, relatedTo, Texas workforce development system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas workforce development system
Context triple: [Texas higher education system, relatedTo, Texas workforce development system]
  • A. Texas Workforce Commission chosen
    The Texas Workforce Commission is a state agency responsible for overseeing workforce development, employment services, and unemployment benefits across Texas.
  • B. Texas public school system
    The Texas public school system is the statewide network of publicly funded primary and secondary schools in Texas, governed by state education standards and local school districts.
  • C. Office of Economic and Workforce Development
    The Office of Economic and Workforce Development is a San Francisco city agency that promotes economic growth, supports local businesses, and develops workforce programs to connect residents with jobs and training opportunities.
  • D. California Workforce Development Board
    The California Workforce Development Board is a state-level body that develops and advises on workforce development policy, programs, and funding to strengthen California’s labor market and support job seekers and employers.
  • E. Committee on Workforce Development
    The Committee on Workforce Development is a Chicago City Council body that focuses on policies and programs related to job creation, employment training, and workforce initiatives in the city.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9a10b85881908bfc783dcb7170aa completed April 1, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1618dfb688190bddd93c51bb6df41 completed April 4, 2026, 7:07 p.m.
Created at: March 30, 2026, 8:06 p.m.