Triple

T5403898
Position Surface form Disambiguated ID Type / Status
Subject Government of Louisiana E120843 entity
Predicate overseesAgency P760 FINISHED
Object 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.
E516898 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 Department of Environmental Quality | Statement: [Government of Louisiana, overseesAgency, Louisiana Department of Environmental Quality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisiana Department of Environmental Quality
Context triple: [Government of Louisiana, overseesAgency, Louisiana Department of Environmental Quality]
  • A. 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.
  • 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 Transportation and Development
    The Louisiana Department of Transportation and Development is the state agency responsible for planning, constructing, and maintaining Louisiana’s transportation infrastructure, including highways, bridges, and related public works.
  • D. 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.
  • E. Alabama Department of Environmental Management
    The Alabama Department of Environmental Management is the state agency responsible for regulating and protecting Alabama’s air, water, and land resources through environmental oversight and enforcement.
  • 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 Department of Environmental Quality
Triple: [Government of Louisiana, overseesAgency, Louisiana Department of Environmental Quality]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisiana Department of Environmental Quality
Target entity description: 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.
  • A. 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.
  • 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 Transportation and Development
    The Louisiana Department of Transportation and Development is the state agency responsible for planning, constructing, and maintaining Louisiana’s transportation infrastructure, including highways, bridges, and related public works.
  • D. 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.
  • E. Alabama Department of Environmental Management
    The Alabama Department of Environmental Management is the state agency responsible for regulating and protecting Alabama’s air, water, and land resources through environmental oversight and enforcement.
  • 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_69bd46391c0c81909fa484446732b6a3 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd8774cd8881909b3437ba02018444 completed March 20, 2026, 5:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3388c10481908235da34ef509d37 completed March 22, 2026, 12:10 a.m.
NEDg Description generation batch_69bf341c35088190ae60de75d289ce3c completed March 22, 2026, 12:13 a.m.
NED2 Entity disambiguation (via description) batch_69bf34c52d108190ab3d1c287e745976 completed March 22, 2026, 12:16 a.m.
Created at: March 20, 2026, 2:04 p.m.