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.