Triple

T16962461

Position	Surface form	Disambiguated ID	Type / Status
Subject	Indiana Department of Homeland Security	`E411461`	entity
Predicate	abbreviation	`P43`	FINISHED
Object	IDHS IDHS is the state agency responsible for coordinating Indiana’s emergency management, public safety, and homeland security efforts.	`E1243744`	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: IDHS | Statement: [Indiana Department of Homeland Security, abbreviation, IDHS]

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

Target entity: IDHS
Context triple: [Indiana Department of Homeland Security, abbreviation, IDHS]

A. Illinois Department of Human Services
The Illinois Department of Human Services is a state agency that administers a wide range of social service, mental health, disability, and public assistance programs for residents of Illinois.
B. Illinois Department of Public Health
The Illinois Department of Public Health is the statewide government agency responsible for protecting public health in Illinois through disease prevention, health promotion, and regulation of health standards.
C. Illinois Department of Healthcare and Family Services
The Illinois Department of Healthcare and Family Services is a state agency responsible for administering public health coverage and child support services, including enforcing laws related to parentage and family obligations in Illinois.
D. Illinois Emergency Management Agency
The Illinois Emergency Management Agency is the state-level organization responsible for coordinating disaster preparedness, response, recovery, and mitigation efforts across Illinois.
E. Illinois Department of Employment Security
The Illinois Department of Employment Security is a state agency responsible for administering unemployment insurance, managing workforce development programs, and providing employment services to job seekers and employers in Illinois.
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: IDHS
Triple: [Indiana Department of Homeland Security, abbreviation, IDHS]

Generated description

IDHS is the state agency responsible for coordinating Indiana’s emergency management, public safety, and homeland security efforts.

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

Target entity: IDHS
Target entity description: IDHS is the state agency responsible for coordinating Indiana’s emergency management, public safety, and homeland security efforts.

A. Illinois Department of Human Services
The Illinois Department of Human Services is a state agency that administers a wide range of social service, mental health, disability, and public assistance programs for residents of Illinois.
B. Illinois Department of Public Health
The Illinois Department of Public Health is the statewide government agency responsible for protecting public health in Illinois through disease prevention, health promotion, and regulation of health standards.
C. Illinois Department of Healthcare and Family Services
The Illinois Department of Healthcare and Family Services is a state agency responsible for administering public health coverage and child support services, including enforcing laws related to parentage and family obligations in Illinois.
D. Illinois Emergency Management Agency
The Illinois Emergency Management Agency is the state-level organization responsible for coordinating disaster preparedness, response, recovery, and mitigation efforts across Illinois.
E. Illinois Department of Employment Security
The Illinois Department of Employment Security is a state agency responsible for administering unemployment insurance, managing workforce development programs, and providing employment services to job seekers and employers in Illinois.
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_69d886c9c9d481909afe222093641cae`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3d021c5508190b6e3106554c07a9c`	completed	April 18, 2026, 6:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00d46ad58c8190be9f0b36daba8162`	completed	May 10, 2026, 6:54 p.m.
NEDg	Description generation	`batch_6a00d5f5f0448190be407979539fcd80`	completed	May 10, 2026, 7:01 p.m.
NED2	Entity disambiguation (via description)	`batch_6a00d6e1add481908cce9048e3746e7c`	completed	May 10, 2026, 7:05 p.m.

Created at: April 10, 2026, 5:31 a.m.