Triple

T22263612
Position Surface form Disambiguated ID Type / Status
Subject Coachella Valley National Wildlife Refuge E550291 entity
Predicate homeTo P4624 FINISHED
Object Coachella Valley milk-vetch
Coachella Valley milk-vetch is a rare, federally protected desert wildflower native to Southern California’s Coachella Valley.
 E1527730 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: Coachella Valley milk-vetch | Statement: [Coachella Valley National Wildlife Refuge, homeTo, Coachella Valley milk-vetch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Coachella Valley milk-vetch
Context triple: [Coachella Valley National Wildlife Refuge, homeTo, Coachella Valley milk-vetch]
  • A. 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.
  • B. Swainsona maccullochiana
    Swainsona maccullochiana is a species of flowering plant in the legume genus Swainsona, native to Australia and known for its ornamental pea-like flowers.
  • C. Swainsona luteola
    Swainsona luteola is a species of flowering plant in the legume genus Swainsona, native to Australia and known for its small pea-like flowers.
  • D. Reseda
    Reseda is a residential neighborhood in the central San Fernando Valley region of Los Angeles, known for its suburban character and diverse community.
  • E. Ivesia
    Ivesia is a small genus of flowering plants in the rose family (Rosaceae), commonly known as mousetail or ivesia, native mainly to western North America and adapted to rocky, mountainous habitats.
  • 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: Coachella Valley milk-vetch
Triple: [Coachella Valley National Wildlife Refuge, homeTo, Coachella Valley milk-vetch]
Generated description
Coachella Valley milk-vetch is a rare, federally protected desert wildflower native to Southern California’s Coachella Valley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Coachella Valley milk-vetch
Target entity description: Coachella Valley milk-vetch is a rare, federally protected desert wildflower native to Southern California’s Coachella Valley.
  • A. 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.
  • B. Swainsona maccullochiana
    Swainsona maccullochiana is a species of flowering plant in the legume genus Swainsona, native to Australia and known for its ornamental pea-like flowers.
  • C. Swainsona luteola
    Swainsona luteola is a species of flowering plant in the legume genus Swainsona, native to Australia and known for its small pea-like flowers.
  • D. Reseda
    Reseda is a residential neighborhood in the central San Fernando Valley region of Los Angeles, known for its suburban character and diverse community.
  • E. Ivesia
    Ivesia is a small genus of flowering plants in the rose family (Rosaceae), commonly known as mousetail or ivesia, native mainly to western North America and adapted to rocky, mountainous habitats.
  • 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_69e11e42adb8819087714772ea606709 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f141b94a688190b17c55477993a745 completed April 28, 2026, 11:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ab66c7f248190be0b13342f843eb8 completed May 18, 2026, 6:49 a.m.
NEDg Description generation batch_6a0ab7b53aa881908227842536d7e8cc completed May 18, 2026, 6:54 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab82b5a988190a55dd87f10664821 completed May 18, 2026, 6:56 a.m.
Created at: April 16, 2026, 8:39 p.m.