Triple

T5066628
Position Surface form Disambiguated ID Type / Status
Subject Robert A. Heinlein E114158 entity
Predicate primaryResidence P75 FINISHED
Object Colorado Springs, Colorado, United States E31900 NE FINISHED

How this triple was built (2 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: Colorado Springs, Colorado, United States | Statement: [Robert A. Heinlein, primaryResidence, Colorado Springs, Colorado, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Colorado Springs, Colorado, United States
Context triple: [Robert A. Heinlein, primaryResidence, Colorado Springs, Colorado, United States]
  • A. Colorado Springs, Colorado chosen
    Colorado Springs, Colorado is a major U.S. city known for its proximity to the Rocky Mountains and Pikes Peak, as well as being a national hub for Olympic and elite sports organizations.
  • B. Denver, Colorado, United States
    Denver is the capital and largest city of the U.S. state of Colorado, known for its mile-high elevation, proximity to the Rocky Mountains, and role as a major cultural and economic center of the American West.
  • C. Pueblo, Colorado, United States
    Pueblo, Colorado, United States is a mid-sized city in southern Colorado known historically as a steel-producing center and for its diverse cultural heritage.
  • D. Broomfield, Colorado, United States
    Broomfield, Colorado, United States is a suburban city between Denver and Boulder known for its mixed residential and commercial development and as the corporate base for several major companies.
  • E. Centennial, Colorado, United States
    Centennial, Colorado, United States is a suburban city in the Denver metropolitan area known for hosting major aerospace and technology companies and offering a high quality of life.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69bd443c0c8c81908663b77afb28e165 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd749aceac8190817278266308fd64 completed March 20, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfc018410c8190bfd0138ced6c2151 completed March 22, 2026, 10:10 a.m.
Created at: March 20, 2026, 1:38 p.m.