Triple

T8750768
Position Surface form Disambiguated ID Type / Status
Subject Central Iowa E207951 entity
Predicate hasCity P316 FINISHED
Object Grimes
Grimes is a growing suburban city in central Iowa known for its family-friendly neighborhoods and proximity to the Des Moines metropolitan area.
 E755217 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: Grimes | Statement: [Central Iowa, hasCity, Grimes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grimes
Context triple: [Central Iowa, hasCity, Grimes]
  • A. Grimes
    Grimes is a surname most prominently associated in popular culture with Canadian musician and producer Claire Boucher, known professionally as Grimes.
  • B. St. Vincent
    St. Vincent is the stage name of Annie Clark, an American singer-songwriter and guitarist known for her innovative art rock music and distinctive, experimental guitar work.
  • C. St. Vincent
    St. Vincent is a 2014 comedy-drama film in which Bill Murray plays a misanthropic, hard-drinking war veteran who unexpectedly bonds with the young boy next door.
  • D. Perfume Genius
    Perfume Genius is the stage name of American musician Mike Hadreas, known for his emotionally raw, genre-blending art pop that explores themes of queerness, vulnerability, and identity.
  • E. Feist
    Feist is a Canadian indie pop singer-songwriter known for her distinctive vocals and critically acclaimed albums like "Let It Die" and "The Reminder."
  • 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: Grimes
Triple: [Central Iowa, hasCity, Grimes]
Generated description
Grimes is a growing suburban city in central Iowa known for its family-friendly neighborhoods and proximity to the Des Moines metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grimes
Target entity description: Grimes is a growing suburban city in central Iowa known for its family-friendly neighborhoods and proximity to the Des Moines metropolitan area.
  • A. Grimes
    Grimes is a surname most prominently associated in popular culture with Canadian musician and producer Claire Boucher, known professionally as Grimes.
  • B. St. Vincent
    St. Vincent is a 2014 comedy-drama film in which Bill Murray plays a misanthropic, hard-drinking war veteran who unexpectedly bonds with the young boy next door.
  • C. St. Vincent
    St. Vincent is the stage name of Annie Clark, an American singer-songwriter and guitarist known for her innovative art rock music and distinctive, experimental guitar work.
  • D. Perfume Genius
    Perfume Genius is the stage name of American musician Mike Hadreas, known for his emotionally raw, genre-blending art pop that explores themes of queerness, vulnerability, and identity.
  • E. Feist
    Feist is a Canadian indie pop singer-songwriter known for her distinctive vocals and critically acclaimed albums like "Let It Die" and "The Reminder."
  • 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.