Triple

T1101695

Position	Surface form	Disambiguated ID	Type / Status
Subject	Title 16 of the United States Code	`E24393`	entity
Predicate	contains	`P35`	FINISHED
Object	Coastal Zone Management Act provisions The Coastal Zone Management Act provisions are U.S. federal laws that establish a national framework for protecting, managing, and sustainably developing the nation’s coastal zones in partnership with coastal states.	`E127153`	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: Coastal Zone Management Act provisions | Statement: [Title 16 of the United States Code, contains, Coastal Zone Management Act provisions]

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

Target entity: Coastal Zone Management Act provisions
Context triple: [Title 16 of the United States Code, contains, Coastal Zone Management Act provisions]

A. Shoreline Management Act of 1971 (Washington)
The Shoreline Management Act of 1971 is a Washington State law that regulates the use and development of shorelines to protect natural resources, public access, and shoreline ecology.
B. Coastal Resources Division
The Coastal Resources Division is a branch of Georgia’s state government responsible for managing, conserving, and regulating the use of the state’s coastal and marine natural resources.
C. Fish and Wildlife Coordination Act
The Fish and Wildlife Coordination Act is a U.S. federal law that requires consideration and protection of fish and wildlife resources in the planning and implementation of water resource development projects.
D. Outer Continental Shelf Lands Act
The Outer Continental Shelf Lands Act is a U.S. federal law that governs the exploration and development of offshore oil, gas, and other mineral resources on the outer continental shelf.
E. Massachusetts Office of Coastal Zone Management
The Massachusetts Office of Coastal Zone Management is a state agency responsible for planning, regulating, and protecting Massachusetts’ coastal resources and waterfront areas.
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: Coastal Zone Management Act provisions
Triple: [Title 16 of the United States Code, contains, Coastal Zone Management Act provisions]

Generated description

The Coastal Zone Management Act provisions are U.S. federal laws that establish a national framework for protecting, managing, and sustainably developing the nation’s coastal zones in partnership with coastal states.

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

Target entity: Coastal Zone Management Act provisions
Target entity description: The Coastal Zone Management Act provisions are U.S. federal laws that establish a national framework for protecting, managing, and sustainably developing the nation’s coastal zones in partnership with coastal states.

A. Shoreline Management Act of 1971 (Washington)
The Shoreline Management Act of 1971 is a Washington State law that regulates the use and development of shorelines to protect natural resources, public access, and shoreline ecology.
B. Coastal Resources Division
The Coastal Resources Division is a branch of Georgia’s state government responsible for managing, conserving, and regulating the use of the state’s coastal and marine natural resources.
C. Fish and Wildlife Coordination Act
The Fish and Wildlife Coordination Act is a U.S. federal law that requires consideration and protection of fish and wildlife resources in the planning and implementation of water resource development projects.
D. Outer Continental Shelf Lands Act
The Outer Continental Shelf Lands Act is a U.S. federal law that governs the exploration and development of offshore oil, gas, and other mineral resources on the outer continental shelf.
E. Massachusetts Office of Coastal Zone Management
The Massachusetts Office of Coastal Zone Management is a state agency responsible for planning, regulating, and protecting Massachusetts’ coastal resources and waterfront areas.
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_69a4940542308190ac2a0b1f730b7cfc`	completed	March 1, 2026, 7:31 p.m.
NER	Named-entity recognition	`batch_69a4b9c21c2c8190a34d91a7afed23a9`	completed	March 1, 2026, 10:12 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac4c47dbf88190a1898d7bda32ecb2`	completed	March 7, 2026, 4:03 p.m.
NEDg	Description generation	`batch_69ac4feb86c88190abaed60e0782fec6`	completed	March 7, 2026, 4:18 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac509b6fe48190973bbfabdc976541`	completed	March 7, 2026, 4:21 p.m.

Created at: March 1, 2026, 7:43 p.m.