Triple

T808947

Position	Surface form	Disambiguated ID	Type / Status
Subject	Texas A&M University System	`E17499`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Texas Division of Emergency Management The Texas Division of Emergency Management is the state agency responsible for coordinating disaster preparedness, response, recovery, and mitigation efforts across Texas.	`E96873`	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: Texas Division of Emergency Management | Statement: [Texas A&M University System, hasAgency, Texas Division of Emergency Management]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Texas Division of Emergency Management
Context triple: [Texas A&M University System, hasAgency, Texas Division of Emergency Management]

A. Texas Department of Public Safety
The Texas Department of Public Safety is a statewide law enforcement and public safety agency responsible for highway patrol, criminal investigations, driver licensing, and emergency management across Texas.
B. Dallas County Sheriff’s Office
The Dallas County Sheriff’s Office is the Alabama law enforcement agency historically known for its central role in violently opposing civil rights demonstrators during the Selma to Montgomery marches in 1965.
C. Government of Texas
The Government of Texas is the state’s political and administrative authority, comprising the executive, legislative, and judicial branches that create and enforce laws for Texas.
D. Denton County Sheriff's Office
The Denton County Sheriff's Office is the primary law enforcement agency responsible for policing unincorporated areas, operating the county jail, and providing related public safety services in Denton County, Texas.
E. Rockwall County, Texas
Rockwall County, Texas is a small, rapidly growing suburban county in the Dallas–Fort Worth metropolitan area known for being the smallest county by land area in 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: Texas Division of Emergency Management
Triple: [Texas A&M University System, hasAgency, Texas Division of Emergency Management]

Generated description

The Texas Division of Emergency Management is the state agency responsible for coordinating disaster preparedness, response, recovery, and mitigation efforts across Texas.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Texas Division of Emergency Management
Target entity description: The Texas Division of Emergency Management is the state agency responsible for coordinating disaster preparedness, response, recovery, and mitigation efforts across Texas.

A. Texas Department of Public Safety
The Texas Department of Public Safety is a statewide law enforcement and public safety agency responsible for highway patrol, criminal investigations, driver licensing, and emergency management across Texas.
B. Dallas County Sheriff’s Office
The Dallas County Sheriff’s Office is the Alabama law enforcement agency historically known for its central role in violently opposing civil rights demonstrators during the Selma to Montgomery marches in 1965.
C. Government of Texas
The Government of Texas is the state’s political and administrative authority, comprising the executive, legislative, and judicial branches that create and enforce laws for Texas.
D. Denton County Sheriff's Office
The Denton County Sheriff's Office is the primary law enforcement agency responsible for policing unincorporated areas, operating the county jail, and providing related public safety services in Denton County, Texas.
E. Rockwall County, Texas
Rockwall County, Texas is a small, rapidly growing suburban county in the Dallas–Fort Worth metropolitan area known for being the smallest county by land area in 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_69a4937ae8a08190b5084a03d532b30e`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a4ab256cbc8190bf75b5d5e35ff0aa`	completed	March 1, 2026, 9:09 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a76d8623248190a2306b23ea378534`	completed	March 3, 2026, 11:23 p.m.
NEDg	Description generation	`batch_69a786dce5f481909bae68fade141630`	completed	March 4, 2026, 1:11 a.m.
NED2	Entity disambiguation (via description)	`batch_69a78744908481909f2ff69fcc873b6d`	completed	March 4, 2026, 1:13 a.m.

Created at: March 1, 2026, 7:38 p.m.