Triple

T8753536
Position Surface form Disambiguated ID Type / Status
Subject Jornada Experimental Range E208018 entity
Predicate partOf P40 FINISHED
Object USDA Agricultural Research Service Rangeland Research Unit
The USDA Agricultural Research Service Rangeland Research Unit is a federal research organization that studies and develops science-based management practices for sustainable use and conservation of rangeland ecosystems.
E22432 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: USDA Agricultural Research Service Rangeland Research Unit | Statement: [Jornada Experimental Range, partOf, USDA Agricultural Research Service Rangeland Research Unit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USDA Agricultural Research Service Rangeland Research Unit
Context triple: [Jornada Experimental Range, partOf, USDA Agricultural Research Service Rangeland Research Unit]
  • A. Jornada Experimental Range
    The Jornada Experimental Range is a long-term U.S. research site in southern New Mexico focused on studying desert ecosystems, rangeland management, and land degradation in arid environments.
  • B. Agricultural Research Service Information Center
    The Agricultural Research Service Information Center is a specialized unit within the National Agricultural Library that provides access to research, data, and resources produced by the USDA’s Agricultural Research Service.
  • C. Centre for Dryland Agriculture
    The Centre for Dryland Agriculture is a research and training institute focused on improving agricultural productivity, sustainability, and livelihoods in dryland and semi-arid regions.
  • D. Agricultural Research Service
    The Agricultural Research Service is the principal in-house scientific research agency of the U.S. federal government focused on agriculture, food, and related environmental issues.
  • E. Fish and Wildlife Research Institute
    The Fish and Wildlife Research Institute is the research arm of Florida’s state wildlife agency, conducting scientific studies to support the conservation and management of the state’s fish and wildlife 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: USDA Agricultural Research Service Rangeland Research Unit
Triple: [Jornada Experimental Range, partOf, USDA Agricultural Research Service Rangeland Research Unit]
Generated description
The USDA Agricultural Research Service Rangeland Research Unit is a federal research organization that studies and develops science-based management practices for sustainable use and conservation of rangeland ecosystems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USDA Agricultural Research Service Rangeland Research Unit
Target entity description: The USDA Agricultural Research Service Rangeland Research Unit is a federal research organization that studies and develops science-based management practices for sustainable use and conservation of rangeland ecosystems.
  • A. Jornada Experimental Range
    The Jornada Experimental Range is a long-term U.S. research site in southern New Mexico focused on studying desert ecosystems, rangeland management, and land degradation in arid environments.
  • B. Agricultural Research Service Information Center
    The Agricultural Research Service Information Center is a specialized unit within the National Agricultural Library that provides access to research, data, and resources produced by the USDA’s Agricultural Research Service.
  • C. Centre for Dryland Agriculture
    The Centre for Dryland Agriculture is a research and training institute focused on improving agricultural productivity, sustainability, and livelihoods in dryland and semi-arid regions.
  • D. Agricultural Research Service chosen
    The Agricultural Research Service is the principal in-house scientific research agency of the U.S. federal government focused on agriculture, food, and related environmental issues.
  • E. Fish and Wildlife Research Institute
    The Fish and Wildlife Research Institute is the research arm of Florida’s state wildlife agency, conducting scientific studies to support the conservation and management of the state’s fish and wildlife resources.
  • 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_69ca835cd6b08190bd7c63db92f53c86 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5dd714dc8190bccc4d52f988958d completed March 31, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf43305664819085e762e42b138754 completed April 3, 2026, 4:33 a.m.
NEDg Description generation batch_69cf452b237c8190958f7b42e9611e7b completed April 3, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69cf45e6f4108190ac6955264b466abb completed April 3, 2026, 4:45 a.m.
Created at: March 30, 2026, 6:39 p.m.