Triple

T7869385
Position Surface form Disambiguated ID Type / Status
Subject Fred Lawrence Whipple Observatory E182699 entity
Predicate near P350 FINISHED
Object Amado, Arizona
Amado, Arizona is a small unincorporated community in southern Arizona known for its proximity to astronomical observatories and scenic desert landscapes.
 E701443 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: Amado, Arizona | Statement: [Fred Lawrence Whipple Observatory, near, Amado, Arizona]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Amado, Arizona
Context triple: [Fred Lawrence Whipple Observatory, near, Amado, Arizona]
  • A. Guadalupe, Arizona
    Guadalupe, Arizona is a small, predominantly Yaqui and Mexican-American town in Maricopa County known for its rich cultural traditions and location between Phoenix and Tempe.
  • B. Marana, Arizona
    Marana, Arizona is a growing suburban town in southern Arizona known for its agriculture, outdoor recreation, and proximity to the Tucson metropolitan area.
  • C. Arivaca, Arizona
    Arivaca, Arizona is a small unincorporated rural community in southern Arizona near the U.S.–Mexico border, known for its historic mining and ranching roots.
  • D. Wellton, Arizona
    Wellton, Arizona is a small town in southwestern Arizona known for its agricultural surroundings and location along Interstate 8 east of Yuma.
  • E. La Paz, Arizona
    La Paz, Arizona was a 19th-century Colorado River mining town and former county seat whose name was later adopted by La Paz County.
  • 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: Amado, Arizona
Triple: [Fred Lawrence Whipple Observatory, near, Amado, Arizona]
Generated description
Amado, Arizona is a small unincorporated community in southern Arizona known for its proximity to astronomical observatories and scenic desert landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Amado, Arizona
Target entity description: Amado, Arizona is a small unincorporated community in southern Arizona known for its proximity to astronomical observatories and scenic desert landscapes.
  • A. Guadalupe, Arizona
    Guadalupe, Arizona is a small, predominantly Yaqui and Mexican-American town in Maricopa County known for its rich cultural traditions and location between Phoenix and Tempe.
  • B. Marana, Arizona
    Marana, Arizona is a growing suburban town in southern Arizona known for its agriculture, outdoor recreation, and proximity to the Tucson metropolitan area.
  • C. Arivaca, Arizona
    Arivaca, Arizona is a small unincorporated rural community in southern Arizona near the U.S.–Mexico border, known for its historic mining and ranching roots.
  • D. Wellton, Arizona
    Wellton, Arizona is a small town in southwestern Arizona known for its agricultural surroundings and location along Interstate 8 east of Yuma.
  • E. La Paz, Arizona
    La Paz, Arizona was a 19th-century Colorado River mining town and former county seat whose name was later adopted by La Paz County.
  • 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_69ca82894d9081908a832bfce71a4714 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3848d6d88190830afcf04ad12154 completed March 31, 2026, 2:58 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b60b3b08190832837bacb8ce965 completed March 31, 2026, 5:28 a.m.
NEDg Description generation batch_69cb7630b8908190a0b8f4856bceea0a completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbfb894588190971ade076acdbd5c completed March 31, 2026, 12:36 p.m.
Created at: March 30, 2026, 4:55 p.m.