Triple

T9006672
Position Surface form Disambiguated ID Type / Status
Subject Walker, Iowa E215160 entity
Predicate locatedNear P294 FINISHED
Object Rowley, Iowa
Rowley, Iowa is a small rural city in Buchanan County in eastern Iowa, United States.
E770750 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: Rowley, Iowa | Statement: [Walker, Iowa, locatedNear, Rowley, Iowa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rowley, Iowa
Context triple: [Walker, Iowa, locatedNear, Rowley, Iowa]
  • A. Waverly, Iowa
    Waverly, Iowa is a small city in northeastern Iowa known as the county seat of Bremer County and home to Wartburg College.
  • B. Riverside, Iowa
    Riverside, Iowa is a small city best known as the self-proclaimed future birthplace of Star Trek’s Captain James T. Kirk.
  • C. Williamson, Iowa
    Williamson, Iowa is a small unincorporated rural community located in Lucas County in the south-central part of the state.
  • D. Wheatland, Iowa
    Wheatland, Iowa is a small rural city in eastern Iowa known for its agricultural community and location within Clinton County.
  • E. Lytton, Iowa
    Lytton, Iowa is a small rural city in Sac and Calhoun counties known for its agricultural surroundings and location in northwestern Iowa.
  • 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: Rowley, Iowa
Triple: [Walker, Iowa, locatedNear, Rowley, Iowa]
Generated description
Rowley, Iowa is a small rural city in Buchanan County in eastern Iowa, United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rowley, Iowa
Target entity description: Rowley, Iowa is a small rural city in Buchanan County in eastern Iowa, United States.
  • A. Waverly, Iowa
    Waverly, Iowa is a small city in northeastern Iowa known as the county seat of Bremer County and home to Wartburg College.
  • B. Riverside, Iowa
    Riverside, Iowa is a small city best known as the self-proclaimed future birthplace of Star Trek’s Captain James T. Kirk.
  • C. Williamson, Iowa
    Williamson, Iowa is a small unincorporated rural community located in Lucas County in the south-central part of the state.
  • D. Wheatland, Iowa
    Wheatland, Iowa is a small rural city in eastern Iowa known for its agricultural community and location within Clinton County.
  • E. Lytton, Iowa
    Lytton, Iowa is a small rural city in Sac and Calhoun counties known for its agricultural surroundings and location in northwestern Iowa.
  • 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_69ca83a12d648190b1e4fe11e8a31890 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc69bc6e208190b0c01e3761c04799 completed April 1, 2026, 12:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0e7f090819093c7af51c3979978 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd17e5850819087fbb60fdc612fd9 completed April 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfd215204c8190886cc071f100aab6 completed April 3, 2026, 2:43 p.m.
Created at: March 30, 2026, 7:05 p.m.