Triple

T7697667

Position	Surface form	Disambiguated ID	Type / Status
Subject	Texas Parks and Wildlife Department	`E174408`	entity
Predicate	enforces	`P760`	FINISHED
Object	Texas Parks and Wildlife Code The Texas Parks and Wildlife Code is the body of state law that governs the conservation, management, and use of Texas’s fish, wildlife, and outdoor recreational resources.	`E682296`	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 Parks and Wildlife Code | Statement: [Texas Parks and Wildlife Department, enforces, Texas Parks and Wildlife Code]

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

Target entity: Texas Parks and Wildlife Code
Context triple: [Texas Parks and Wildlife Department, enforces, Texas Parks and Wildlife Code]

A. Texas Natural Resources Code
The Texas Natural Resources Code is a body of state law that governs the conservation, management, and protection of Texas’s natural resources, including land, water, minerals, and cultural heritage sites.
B. Texas Parks and Wildlife Department
The Texas Parks and Wildlife Department is the state agency responsible for managing and conserving Texas’s natural and cultural resources, including state parks, wildlife, and outdoor recreation.
C. Texas Antiquities Code
The Texas Antiquities Code is a state law that governs the protection, management, and preservation of archaeological sites, historic structures, and other cultural resources on public lands in Texas.
D. Texas Health and Safety Code
The Texas Health and Safety Code is a body of state statutory law that governs public health, medical practices, and safety regulations in Texas, including provisions related to abortion.
E. Texas Penal Code
The Texas Penal Code is the primary body of law in Texas that defines criminal offenses and prescribes their corresponding punishments.
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 Parks and Wildlife Code
Triple: [Texas Parks and Wildlife Department, enforces, Texas Parks and Wildlife Code]

Generated description

The Texas Parks and Wildlife Code is the body of state law that governs the conservation, management, and use of Texas’s fish, wildlife, and outdoor recreational resources.

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

Target entity: Texas Parks and Wildlife Code
Target entity description: The Texas Parks and Wildlife Code is the body of state law that governs the conservation, management, and use of Texas’s fish, wildlife, and outdoor recreational resources.

A. Texas Natural Resources Code
The Texas Natural Resources Code is a body of state law that governs the conservation, management, and protection of Texas’s natural resources, including land, water, minerals, and cultural heritage sites.
B. Texas Parks and Wildlife Department
The Texas Parks and Wildlife Department is the state agency responsible for managing and conserving Texas’s natural and cultural resources, including state parks, wildlife, and outdoor recreation.
C. Texas Antiquities Code
The Texas Antiquities Code is a state law that governs the protection, management, and preservation of archaeological sites, historic structures, and other cultural resources on public lands in Texas.
D. Texas Health and Safety Code
The Texas Health and Safety Code is a body of state statutory law that governs public health, medical practices, and safety regulations in Texas, including provisions related to abortion.
E. Texas Penal Code
The Texas Penal Code is the primary body of law in Texas that defines criminal offenses and prescribes their corresponding punishments.
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_69c6995a72cc8190998e56daa6f8e453`	completed	March 27, 2026, 2:51 p.m.
NER	Named-entity recognition	`batch_69c702693ee8819080a483c347710b24`	completed	March 27, 2026, 10:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c8acaee2c481909efa30125e8ca890`	completed	March 29, 2026, 4:38 a.m.
NEDg	Description generation	`batch_69c8add4153081909f8d77b019a64a2f`	completed	March 29, 2026, 4:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69c8ae60b30881908c100ae489d6577e`	completed	March 29, 2026, 4:45 a.m.

Created at: March 27, 2026, 4:03 p.m.