Triple

T20985440
Position Surface form Disambiguated ID Type / Status
Subject Title 23 – Labor and Worker's Compensation E516879 entity
Predicate enforcedBy P1115 FINISHED
Object Louisiana state agencies
Louisiana state agencies are the various governmental departments and offices of the State of Louisiana responsible for administering and enforcing state laws, regulations, and public programs across areas such as labor, health, education, and public safety.
E1461102 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 state agencies | Statement: [Title 23 – Labor and Worker's Compensation, enforcedBy, Louisiana state agencies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisiana state agencies
Context triple: [Title 23 – Labor and Worker's Compensation, enforcedBy, Louisiana state agencies]
  • A. Government of Louisiana
    The Government of Louisiana is the state-level governing authority of Louisiana, comprising executive, legislative, and judicial branches that administer and enforce state laws and policies.
  • B. Louisiana Governor’s Office of Homeland Security and Emergency Preparedness
    The Louisiana Governor’s Office of Homeland Security and Emergency Preparedness is the state agency responsible for coordinating disaster preparedness, response, recovery, and homeland security efforts across Louisiana.
  • C. 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.
  • D. Louisiana Department of Environmental Quality
    The Louisiana Department of Environmental Quality is the state agency responsible for protecting and managing Louisiana’s air, water, and land resources through regulation, permitting, and environmental oversight.
  • E. Louisiana Department of Culture, Recreation and Tourism
    The Louisiana Department of Culture, Recreation and Tourism is a state agency responsible for preserving Louisiana’s cultural heritage, promoting tourism, and overseeing parks, museums, and recreational resources across the state.
  • 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 state agencies
Triple: [Title 23 – Labor and Worker's Compensation, enforcedBy, Louisiana state agencies]
Generated description
Louisiana state agencies are the various governmental departments and offices of the State of Louisiana responsible for administering and enforcing state laws, regulations, and public programs across areas such as labor, health, education, and public safety.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisiana state agencies
Target entity description: Louisiana state agencies are the various governmental departments and offices of the State of Louisiana responsible for administering and enforcing state laws, regulations, and public programs across areas such as labor, health, education, and public safety.
  • A. Government of Louisiana
    The Government of Louisiana is the state-level governing authority of Louisiana, comprising executive, legislative, and judicial branches that administer and enforce state laws and policies.
  • B. Louisiana Governor’s Office of Homeland Security and Emergency Preparedness
    The Louisiana Governor’s Office of Homeland Security and Emergency Preparedness is the state agency responsible for coordinating disaster preparedness, response, recovery, and homeland security efforts across Louisiana.
  • C. 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.
  • D. Louisiana Department of Environmental Quality
    The Louisiana Department of Environmental Quality is the state agency responsible for protecting and managing Louisiana’s air, water, and land resources through regulation, permitting, and environmental oversight.
  • E. Louisiana Department of Culture, Recreation and Tourism
    The Louisiana Department of Culture, Recreation and Tourism is a state agency responsible for preserving Louisiana’s cultural heritage, promoting tourism, and overseeing parks, museums, and recreational resources across the state.
  • 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_69e0b4ffac148190bbade9f0eceb660b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fbe218748190a987b9f922d9be1b completed April 21, 2026, 4:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a092fc54dd88190b96b644092778cb1 completed May 17, 2026, 3:02 a.m.
NEDg Description generation batch_6a09317be0088190b72bcfbf6e5962d1 completed May 17, 2026, 3:09 a.m.
NED2 Entity disambiguation (via description) batch_6a093222759481908f57d0f62b919578 completed May 17, 2026, 3:12 a.m.
Created at: April 16, 2026, 1:48 p.m.