Triple

T21045033
Position Surface form Disambiguated ID Type / Status
Subject Executive branch of Louisiana E518425 entity
Predicate includes P1393 FINISHED
Object Louisiana Workforce Commission
The Louisiana Workforce Commission is a state agency responsible for workforce development, job training, and unemployment services for Louisiana residents.
 E1463275 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: Louisiana Workforce Commission | Statement: [Executive branch of Louisiana, includes, Louisiana Workforce Commission]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Louisiana Workforce Commission
Context triple: [Executive branch of Louisiana, includes, Louisiana Workforce Commission]
  • A. Louisiana Department of Education
    The Louisiana Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering educational policies and programs across Louisiana’s school systems.
  • B. Louisiana Department of Health
    The Louisiana Department of Health is the state agency responsible for protecting public health, regulating healthcare services, and administering health-related programs for residents of Louisiana.
  • C. Louisiana Department of Revenue
    The Louisiana Department of Revenue is the state agency responsible for administering and collecting Louisiana’s taxes and enforcing the state’s revenue laws.
  • D. Louisiana Department of Insurance
    The Louisiana Department of Insurance is the state agency responsible for regulating the insurance industry, protecting consumers, and enforcing insurance laws in Louisiana.
  • E. Louisiana State Bond Commission
    The Louisiana State Bond Commission is a state governmental body responsible for overseeing and approving the issuance of bonds and other debt instruments for Louisiana and its political subdivisions.
  • 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: Louisiana Workforce Commission
Triple: [Executive branch of Louisiana, includes, Louisiana Workforce Commission]
Generated description
The Louisiana Workforce Commission is a state agency responsible for workforce development, job training, and unemployment services for Louisiana residents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Louisiana Workforce Commission
Target entity description: The Louisiana Workforce Commission is a state agency responsible for workforce development, job training, and unemployment services for Louisiana residents.
  • A. Louisiana Department of Education
    The Louisiana Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering educational policies and programs across Louisiana’s school systems.
  • B. Louisiana Department of Health
    The Louisiana Department of Health is the state agency responsible for protecting public health, regulating healthcare services, and administering health-related programs for residents of Louisiana.
  • C. Louisiana Department of Revenue
    The Louisiana Department of Revenue is the state agency responsible for administering and collecting Louisiana’s taxes and enforcing the state’s revenue laws.
  • D. Louisiana Department of Insurance
    The Louisiana Department of Insurance is the state agency responsible for regulating the insurance industry, protecting consumers, and enforcing insurance laws in Louisiana.
  • E. Louisiana State Bond Commission
    The Louisiana State Bond Commission is a state governmental body responsible for overseeing and approving the issuance of bonds and other debt instruments for Louisiana and its political subdivisions.
  • 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_69e0b50438e08190917e2538bb8bc034 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fcf2fc4881909b9e3400864e6b82 completed April 21, 2026, 4:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09475512b081908ceb38a118b0f026 completed May 17, 2026, 4:43 a.m.
NEDg Description generation batch_6a09489e80288190b401d11ccde39dc1 completed May 17, 2026, 4:48 a.m.
NED2 Entity disambiguation (via description) batch_6a094995d5bc8190b25d328dbf06b8b1 completed May 17, 2026, 4:52 a.m.
Created at: April 16, 2026, 2:30 p.m.