Triple

T5125789
Position Surface form Disambiguated ID Type / Status
Subject FEMA Region VI E115579 entity
Predicate worksWith P398 FINISHED
Object 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.
E495750 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 Governor’s Office of Homeland Security and Emergency Preparedness | Statement: [FEMA Region VI, worksWith, Louisiana Governor’s Office of Homeland Security and Emergency Preparedness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisiana Governor’s Office of Homeland Security and Emergency Preparedness
Context triple: [FEMA Region VI, worksWith, Louisiana Governor’s Office of Homeland Security and Emergency Preparedness]
  • 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 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.
  • 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. Mississippi Department of Finance and Administration
    The Mississippi Department of Finance and Administration is a state government agency responsible for managing Mississippi’s financial operations, budgeting, and various administrative services.
  • E. Natchitoches Parish government
    Natchitoches Parish government is the local administrative authority responsible for providing public services, governance, and regulation throughout Natchitoches Parish, Louisiana.
  • 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 Governor’s Office of Homeland Security and Emergency Preparedness
Triple: [FEMA Region VI, worksWith, Louisiana Governor’s Office of Homeland Security and Emergency Preparedness]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisiana Governor’s Office of Homeland Security and Emergency Preparedness
Target entity description: 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.
  • 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 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.
  • 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. Mississippi Department of Finance and Administration
    The Mississippi Department of Finance and Administration is a state government agency responsible for managing Mississippi’s financial operations, budgeting, and various administrative services.
  • E. Natchitoches Parish government
    Natchitoches Parish government is the local administrative authority responsible for providing public services, governance, and regulation throughout Natchitoches Parish, Louisiana.
  • 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_69bd444426bc819099ccd23f141e22aa completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd78072b8c81908b5ac3b231f04136 completed March 20, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec4bb52fc8190b4c0cd6bc367e8eb completed March 21, 2026, 4:18 p.m.
NEDg Description generation batch_69bec562d0508190851b5a3307e9405b completed March 21, 2026, 4:20 p.m.
NED2 Entity disambiguation (via description) batch_69bec6478b848190bc09d7f6485681b4 completed March 21, 2026, 4:24 p.m.
Created at: March 20, 2026, 1:42 p.m.