Triple

T12475467

Position	Surface form	Disambiguated ID	Type / Status
Subject	DWR	`E298163`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Division of Flood Management The Division of Flood Management is a specialized branch of California’s Department of Water Resources responsible for planning, operating, and maintaining systems and programs that reduce flood risk and protect communities and infrastructure.	`E985302`	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: Division of Flood Management | Statement: [DWR, hasDivision, Division of Flood Management]

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

Target entity: Division of Flood Management
Context triple: [DWR, hasDivision, Division of Flood Management]

A. Division of Water Resource Management
The Division of Water Resource Management is a program within Florida’s environmental regulatory framework that oversees the protection, regulation, and management of the state’s water resources, including water quality, supply, and aquatic ecosystems.
B. Division of Water Resources
The Division of Water Resources is a North Carolina state agency unit responsible for managing, protecting, and regulating the state’s surface and groundwater resources.
C. Division of Water Infrastructure
The Division of Water Infrastructure is a unit within North Carolina’s environmental agency responsible for planning, funding, and overseeing the state’s water and wastewater infrastructure projects.
D. Division of Water
The Division of Water is a unit within the Indiana Department of Natural Resources responsible for managing the state’s water resources, including floodplain management, water rights, and hydrologic monitoring.
E. Division of Water
The Division of Water is a specialized unit within New York State’s environmental agency responsible for managing, protecting, and regulating the state’s water resources.
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: Division of Flood Management
Triple: [DWR, hasDivision, Division of Flood Management]

Generated description

The Division of Flood Management is a specialized branch of California’s Department of Water Resources responsible for planning, operating, and maintaining systems and programs that reduce flood risk and protect communities and infrastructure.

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

Target entity: Division of Flood Management
Target entity description: The Division of Flood Management is a specialized branch of California’s Department of Water Resources responsible for planning, operating, and maintaining systems and programs that reduce flood risk and protect communities and infrastructure.

A. Division of Water Resource Management
The Division of Water Resource Management is a program within Florida’s environmental regulatory framework that oversees the protection, regulation, and management of the state’s water resources, including water quality, supply, and aquatic ecosystems.
B. Division of Water Resources
The Division of Water Resources is a North Carolina state agency unit responsible for managing, protecting, and regulating the state’s surface and groundwater resources.
C. Division of Water Infrastructure
The Division of Water Infrastructure is a unit within North Carolina’s environmental agency responsible for planning, funding, and overseeing the state’s water and wastewater infrastructure projects.
D. Division of Water
The Division of Water is a unit within the Indiana Department of Natural Resources responsible for managing the state’s water resources, including floodplain management, water rights, and hydrologic monitoring.
E. Division of Water
The Division of Water is a specialized unit within New York State’s environmental agency responsible for managing, protecting, and regulating the state’s water resources.
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_69d6ada377208190a36011199a4d8558`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d94dcb194c81908b5e0320ddfd463c`	completed	April 10, 2026, 7:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f63f25462881908dccb831b474875d`	completed	May 2, 2026, 6:15 p.m.
NEDg	Description generation	`batch_69f64278823c81908db729497000a2e4`	completed	May 2, 2026, 6:29 p.m.
NED2	Entity disambiguation (via description)	`batch_69f643089abc8190b366e777ef48982a`	completed	May 2, 2026, 6:31 p.m.

Created at: April 8, 2026, 9:56 p.m.