Triple

T2335508
Position Surface form Disambiguated ID Type / Status
Subject Federal Lands Highway Program E44299 entity
Predicate relatedTo P37 FINISHED
Object Federal Lands Access Program
The Federal Lands Access Program is a U.S. transportation funding program that improves access to federal lands by supporting planning, design, and construction of roads and related infrastructure on routes serving national parks, forests, and other federal areas.
E44299 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: Federal Lands Access Program | Statement: [Federal Lands Highway Program, relatedTo, Federal Lands Access Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Lands Access Program
Context triple: [Federal Lands Highway Program, relatedTo, Federal Lands Access Program]
  • A. Federal Lands Highway Program
    The Federal Lands Highway Program is a U.S. government initiative that funds and oversees the planning, design, construction, and rehabilitation of roads providing access to national parks, forests, Indian reservations, and other federal lands.
  • B. Federal Land Policy and Management Act
    The Federal Land Policy and Management Act is a 1976 U.S. law that established the framework for managing public lands under the Bureau of Land Management, emphasizing multiple use, environmental protection, and retention of lands in federal ownership.
  • C. U.S. Bureau of Land Management
    The U.S. Bureau of Land Management is a federal agency within the U.S. Department of the Interior responsible for managing vast areas of public lands and natural resources across the United States.
  • D. Wildlife and Sport Fish Restoration Program
    The Wildlife and Sport Fish Restoration Program is a U.S. conservation funding initiative that supports the restoration, management, and enhancement of wildlife habitats and sport fisheries, largely through excise taxes on hunting and fishing equipment.
  • E. Open Space Land Program
    The Open Space Land Program was a U.S. federal initiative that provided financial assistance to state and local governments to acquire and preserve open space and recreational lands within urban and developing 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: Federal Lands Access Program
Triple: [Federal Lands Highway Program, relatedTo, Federal Lands Access Program]
Generated description
The Federal Lands Access Program is a U.S. transportation funding program that improves access to federal lands by supporting planning, design, and construction of roads and related infrastructure on routes serving national parks, forests, and other federal areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Lands Access Program
Target entity description: The Federal Lands Access Program is a U.S. transportation funding program that improves access to federal lands by supporting planning, design, and construction of roads and related infrastructure on routes serving national parks, forests, and other federal areas.
  • A. Federal Lands Highway Program chosen
    The Federal Lands Highway Program is a U.S. government initiative that funds and oversees the planning, design, construction, and rehabilitation of roads providing access to national parks, forests, Indian reservations, and other federal lands.
  • B. Federal Land Policy and Management Act
    The Federal Land Policy and Management Act is a 1976 U.S. law that established the framework for managing public lands under the Bureau of Land Management, emphasizing multiple use, environmental protection, and retention of lands in federal ownership.
  • C. U.S. Bureau of Land Management
    The U.S. Bureau of Land Management is a federal agency within the U.S. Department of the Interior responsible for managing vast areas of public lands and natural resources across the United States.
  • D. Wildlife and Sport Fish Restoration Program
    The Wildlife and Sport Fish Restoration Program is a U.S. conservation funding initiative that supports the restoration, management, and enhancement of wildlife habitats and sport fisheries, largely through excise taxes on hunting and fishing equipment.
  • E. Open Space Land Program
    The Open Space Land Program was a U.S. federal initiative that provided financial assistance to state and local governments to acquire and preserve open space and recreational lands within urban and developing areas.
  • F. None of above.

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_69a889132b488190bbb43ad4780ddd92 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc687362c8190a55b3d6cb1580d56 completed March 7, 2026, 6:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae897bf59c8190bc0ac8a4f3841832 completed March 9, 2026, 8:49 a.m.
NEDg Description generation batch_69ae8aceea58819098a98f7ad5818ac6 completed March 9, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae8b6c553481908b2b7b1f880b814d completed March 9, 2026, 8:57 a.m.
Created at: March 4, 2026, 7:51 p.m.