Triple

T16475261

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Montana	`E400170`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Montana Department of Public Health and Human Services The Montana Department of Public Health and Human Services is the state agency responsible for overseeing public health programs, social services, and welfare initiatives for residents of Montana.	`E1215861`	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: Montana Department of Public Health and Human Services | Statement: [Government of Montana, hasAgency, Montana Department of Public Health and Human Services]

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

Target entity: Montana Department of Public Health and Human Services
Context triple: [Government of Montana, hasAgency, Montana Department of Public Health and Human Services]

A. Fish and Game Commission of Montana
The Fish and Game Commission of Montana is a state agency responsible for managing and regulating Montana’s wildlife, fish resources, and related recreational activities.
B. government of Montana
The government of Montana is the state’s public administration and political authority, encompassing executive, legislative, and judicial branches as well as various agencies that manage Montana’s laws, resources, and public services.
C. Montana Natural History Center
The Montana Natural History Center is an educational museum and nature center in Missoula that focuses on the natural history, ecology, and wildlife of Montana and the Northern Rockies.
D. Blaine County, Montana
Blaine County, Montana is a rural county in north-central Montana that includes part of the Fort Belknap Indian Reservation, home to Gros Ventre and Assiniboine communities.
E. District of Montana
The District of Montana is a federal trial court within the U.S. judiciary that serves the state of Montana and falls under the appellate jurisdiction of the Ninth Circuit Court of Appeals.
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: Montana Department of Public Health and Human Services
Triple: [Government of Montana, hasAgency, Montana Department of Public Health and Human Services]

Generated description

The Montana Department of Public Health and Human Services is the state agency responsible for overseeing public health programs, social services, and welfare initiatives for residents of Montana.

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

Target entity: Montana Department of Public Health and Human Services
Target entity description: The Montana Department of Public Health and Human Services is the state agency responsible for overseeing public health programs, social services, and welfare initiatives for residents of Montana.

A. Fish and Game Commission of Montana
The Fish and Game Commission of Montana is a state agency responsible for managing and regulating Montana’s wildlife, fish resources, and related recreational activities.
B. government of Montana
The government of Montana is the state’s public administration and political authority, encompassing executive, legislative, and judicial branches as well as various agencies that manage Montana’s laws, resources, and public services.
C. Montana Natural History Center
The Montana Natural History Center is an educational museum and nature center in Missoula that focuses on the natural history, ecology, and wildlife of Montana and the Northern Rockies.
D. Blaine County, Montana
Blaine County, Montana is a rural county in north-central Montana that includes part of the Fort Belknap Indian Reservation, home to Gros Ventre and Assiniboine communities.
E. District of Montana
The District of Montana is a federal trial court within the U.S. judiciary that serves the state of Montana and falls under the appellate jurisdiction of the Ninth Circuit Court of Appeals.
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_69d883813098819084f5409539723b59`	completed	April 10, 2026, 4:58 a.m.
NER	Named-entity recognition	`batch_69e32dd43cf88190881a5cbc80da1490`	completed	April 18, 2026, 7:08 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a004f5f238881909b5f2fb41da3f932`	completed	May 10, 2026, 9:26 a.m.
NEDg	Description generation	`batch_6a00509164cc8190a381ba0a1de95ed1`	completed	May 10, 2026, 9:32 a.m.
NED2	Entity disambiguation (via description)	`batch_6a005447f1948190a939c0051891e444`	completed	May 10, 2026, 9:47 a.m.

Created at: April 10, 2026, 5:13 a.m.