Triple

T8750762
Position Surface form Disambiguated ID Type / Status
Subject Central Iowa E207951 entity
Predicate hasCity P316 FINISHED
Object Huxley
Huxley is a small city in central Iowa known for its residential community and proximity to the Ames–Des Moines metropolitan area.
E755213 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: Huxley | Statement: [Central Iowa, hasCity, Huxley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huxley
Context triple: [Central Iowa, hasCity, Huxley]
  • A. Huxley
    Huxley is an English surname most famously associated with the literary and scientific family that includes writer Aldous Huxley and biologist Thomas Henry Huxley.
  • B. Aldous Huxley
    Aldous Huxley was a British writer and intellectual best known for his dystopian novel "Brave New World" and his explorations of social, scientific, and spiritual themes.
  • C. Hugh Huxley
    Hugh Huxley was a pioneering British molecular biologist and biophysicist best known for elucidating the sliding filament theory of muscle contraction through groundbreaking X-ray diffraction studies.
  • D. Laura Archera Huxley
    Laura Archera Huxley was an Italian-American violinist, psychotherapist, and author known for her work on human potential and for her influential role in the later life and legacy of writer Aldous Huxley.
  • E. Leonard Huxley
    Leonard Huxley was a British schoolmaster, biographer, and editor best known for his literary work and for being the father of writers Aldous and Julian Huxley.
  • 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: Huxley
Triple: [Central Iowa, hasCity, Huxley]
Generated description
Huxley is a small city in central Iowa known for its residential community and proximity to the Ames–Des Moines metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huxley
Target entity description: Huxley is a small city in central Iowa known for its residential community and proximity to the Ames–Des Moines metropolitan area.
  • A. Huxley
    Huxley is an English surname most famously associated with the literary and scientific family that includes writer Aldous Huxley and biologist Thomas Henry Huxley.
  • B. Aldous Huxley
    Aldous Huxley was a British writer and intellectual best known for his dystopian novel "Brave New World" and his explorations of social, scientific, and spiritual themes.
  • C. Hugh Huxley
    Hugh Huxley was a pioneering British molecular biologist and biophysicist best known for elucidating the sliding filament theory of muscle contraction through groundbreaking X-ray diffraction studies.
  • D. Laura Archera Huxley
    Laura Archera Huxley was an Italian-American violinist, psychotherapist, and author known for her work on human potential and for her influential role in the later life and legacy of writer Aldous Huxley.
  • E. Leonard Huxley
    Leonard Huxley was a British schoolmaster, biographer, and editor best known for his literary work and for being the father of writers Aldous and Julian Huxley.
  • 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_69ca835bb2bc819084bb5906cb6ef7f8 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5da774f4819099e5bfd12973d946 completed March 31, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf431db5a88190a579b43370a8e887 completed April 3, 2026, 4:33 a.m.
NEDg Description generation batch_69cf45ff020c81909bfe20de50d3661a completed April 3, 2026, 4:45 a.m.
NED2 Entity disambiguation (via description) batch_69cf46ab85088190b12e6eb969f2c65b completed April 3, 2026, 4:48 a.m.
Created at: March 30, 2026, 6:39 p.m.