Triple

T7254957
Position Surface form Disambiguated ID Type / Status
Subject Pahranagat Valley E157694 entity
Predicate waterSource P4102 FINISHED
Object Ash Springs
Ash Springs is a natural warm spring oasis in Nevada’s Pahranagat Valley, known for its clear pools, desert wildlife habitat, and historic use as a watering stop.
 E652113 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 Springs | Statement: [Pahranagat Valley, waterSource, Ash Springs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ash Springs
Context triple: [Pahranagat Valley, waterSource, Ash Springs]
  • A. Newberry Springs
    Newberry Springs is a small unincorporated desert community in San Bernardino County, California, known for its rural character, agriculture supported by groundwater, and location along historic Route 66 in the Mojave Desert.
  • B. Chickasha
    Chickasha is a small city in Grady County, Oklahoma, known historically as a regional agricultural and railroad hub and now home to the University of Science and Arts of Oklahoma.
  • C. Cedar Bluff
    Cedar Bluff is a community in Knox County, Tennessee, known as a suburban commercial and residential area within the greater Knoxville region.
  • D. Cross Plains
    Cross Plains is a small village in south-central Wisconsin that forms part of the Madison metropolitan area.
  • E. Balch Springs
    Balch Springs is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
  • 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 Springs
Triple: [Pahranagat Valley, waterSource, Ash Springs]
Generated description
Ash Springs is a natural warm spring oasis in Nevada’s Pahranagat Valley, known for its clear pools, desert wildlife habitat, and historic use as a watering stop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ash Springs
Target entity description: Ash Springs is a natural warm spring oasis in Nevada’s Pahranagat Valley, known for its clear pools, desert wildlife habitat, and historic use as a watering stop.
  • A. Newberry Springs
    Newberry Springs is a small unincorporated desert community in San Bernardino County, California, known for its rural character, agriculture supported by groundwater, and location along historic Route 66 in the Mojave Desert.
  • B. Chickasha
    Chickasha is a small city in Grady County, Oklahoma, known historically as a regional agricultural and railroad hub and now home to the University of Science and Arts of Oklahoma.
  • C. Cedar Bluff
    Cedar Bluff is a community in Knox County, Tennessee, known as a suburban commercial and residential area within the greater Knoxville region.
  • D. Cross Plains
    Cross Plains is a small village in south-central Wisconsin that forms part of the Madison metropolitan area.
  • E. Balch Springs
    Balch Springs is a suburban city in the Dallas–Fort Worth metropolitan area in northeastern Texas.
  • 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_69c6882d81d4819085f7ff862951ee4f completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6eaa0c76c81909fe43ed6938a13ea completed March 27, 2026, 8:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7d3b053248190802b11212a8a668f completed March 28, 2026, 1:12 p.m.
NEDg Description generation batch_69c7d44e67848190ac52eca99ef18f28 completed March 28, 2026, 1:14 p.m.
NED2 Entity disambiguation (via description) batch_69c7d4fc837c81909827352be19f64b4 completed March 28, 2026, 1:17 p.m.
Created at: March 27, 2026, 2:56 p.m.