Triple

T9531346
Position Surface form Disambiguated ID Type / Status
Subject Iowa City–Cedar Rapids Corridor E229903 entity
Predicate hasCity P316 FINISHED
Object Marion
Marion is a growing suburban city in eastern Iowa, located near Cedar Rapids and known for its family-friendly neighborhoods and community events.
 E805031 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: Marion | Statement: [Iowa City–Cedar Rapids Corridor, hasCity, Marion]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marion
Context triple: [Iowa City–Cedar Rapids Corridor, hasCity, Marion]
  • A. Marion
    Marion is a given name used for people of any gender in various cultures, often as a variant of Mary or Marian.
  • B. Marion
    Marion is a small coastal town in southeastern Massachusetts known for its maritime heritage and picturesque New England character.
  • C. Jennings
    Jennings is a common English surname borne by numerous notable individuals across fields such as music, sports, politics, and entertainment.
  • D. Aiken
    Aiken is a variant spelling of the surname Aitken, which is of Scottish origin.
  • E. Mauldin
    Mauldin is a city in South Carolina, United States, known as a suburban community within the Greenville metropolitan area.
  • 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: Marion
Triple: [Iowa City–Cedar Rapids Corridor, hasCity, Marion]
Generated description
Marion is a growing suburban city in eastern Iowa, located near Cedar Rapids and known for its family-friendly neighborhoods and community events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marion
Target entity description: Marion is a growing suburban city in eastern Iowa, located near Cedar Rapids and known for its family-friendly neighborhoods and community events.
  • A. Marion
    Marion is a given name used for people of any gender in various cultures, often as a variant of Mary or Marian.
  • B. Marion
    Marion is a small coastal town in southeastern Massachusetts known for its maritime heritage and picturesque New England character.
  • C. Jennings
    Jennings is a common English surname borne by numerous notable individuals across fields such as music, sports, politics, and entertainment.
  • D. Aiken
    Aiken is a variant spelling of the surname Aitken, which is of Scottish origin.
  • E. Mauldin
    Mauldin is a city in South Carolina, United States, known as a suburban community within the Greenville metropolitan area.
  • 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_69ca8479934c81908006d0e6e970ae05 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd98b408648190a04127c1d47fe7d2 completed April 1, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c38a3848190ab3561f70497c9eb completed April 4, 2026, 5:36 p.m.
NEDg Description generation batch_69d14d23573c8190aeebf2fdac20a332 completed April 4, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_69d14da4514481908a530b5d77ad832a completed April 4, 2026, 5:43 p.m.
Created at: March 30, 2026, 8 p.m.