Triple

T7700360
Position Surface form Disambiguated ID Type / Status
Subject Ash Meadows National Wildlife Refuge E174474 entity
Predicate protectsSpecies P1040 FINISHED
Object Ash Meadows milk-vetch
Ash Meadows milk-vetch is a rare, endemic flowering plant species restricted to the unique desert spring ecosystems of the Ash Meadows region in Nevada.
E682669 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: Ash Meadows milk-vetch | Statement: [Ash Meadows National Wildlife Refuge, protectsSpecies, Ash Meadows milk-vetch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ash Meadows milk-vetch
Context triple: [Ash Meadows National Wildlife Refuge, protectsSpecies, Ash Meadows milk-vetch]
  • A. Lupinus texensis
    Lupinus texensis is a flowering legume species native to Texas, best known as the iconic bluebonnet that serves as the state flower.
  • B. Lupinus luteus
    Lupinus luteus, commonly known as yellow lupin, is a flowering legume species cultivated for its protein-rich seeds and use as a green manure crop.
  • C. Yokuts
    The Yokuts are a Native American people indigenous to California’s Central Valley and adjacent Sierra Nevada foothills, known for their diverse dialects, rich basketry traditions, and complex village-based social organization.
  • D. California buckwheat (Eriogonum fasciculatum)
    California buckwheat (Eriogonum fasciculatum) is a widespread, drought-tolerant shrub native to western North America, especially California’s chaparral and coastal sage scrub, known for its clusters of small flowers that support numerous pollinators.
  • E. Lupinus subcarnosus
    Lupinus subcarnosus is a species of lupine native to Texas, notable as one of the iconic bluebonnet wildflowers associated with the state's spring landscapes.
  • 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: Ash Meadows milk-vetch
Triple: [Ash Meadows National Wildlife Refuge, protectsSpecies, Ash Meadows milk-vetch]
Generated description
Ash Meadows milk-vetch is a rare, endemic flowering plant species restricted to the unique desert spring ecosystems of the Ash Meadows region in Nevada.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ash Meadows milk-vetch
Target entity description: Ash Meadows milk-vetch is a rare, endemic flowering plant species restricted to the unique desert spring ecosystems of the Ash Meadows region in Nevada.
  • A. Lupinus texensis
    Lupinus texensis is a flowering legume species native to Texas, best known as the iconic bluebonnet that serves as the state flower.
  • B. Lupinus luteus
    Lupinus luteus, commonly known as yellow lupin, is a flowering legume species cultivated for its protein-rich seeds and use as a green manure crop.
  • C. Yokuts
    The Yokuts are a Native American people indigenous to California’s Central Valley and adjacent Sierra Nevada foothills, known for their diverse dialects, rich basketry traditions, and complex village-based social organization.
  • D. California buckwheat (Eriogonum fasciculatum)
    California buckwheat (Eriogonum fasciculatum) is a widespread, drought-tolerant shrub native to western North America, especially California’s chaparral and coastal sage scrub, known for its clusters of small flowers that support numerous pollinators.
  • E. Lupinus subcarnosus
    Lupinus subcarnosus is a species of lupine native to Texas, notable as one of the iconic bluebonnet wildflowers associated with the state's spring landscapes.
  • 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_69c6995a72cc8190998e56daa6f8e453 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c70288d02c819093d6f0e47707d0a3 completed March 27, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8acb7d48c81908beceeb817857211 completed March 29, 2026, 4:38 a.m.
NEDg Description generation batch_69c8ad5ab6e881908a8183b162f81681 completed March 29, 2026, 4:40 a.m.
NED2 Entity disambiguation (via description) batch_69c8adbfd5fc8190bfe7946ab903f343 completed March 29, 2026, 4:42 a.m.
Created at: March 27, 2026, 4:03 p.m.