Triple

T23133494
Position Surface form Disambiguated ID Type / Status
Subject Iowa Highway 330 E577243 entity
Predicate abbreviation P43 FINISHED
Object Iowa 330
Iowa 330 is a state highway in central Iowa that serves as a key connector route between the Marshalltown area and the Des Moines metropolitan region.
 E1571230 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: Iowa 330 | Statement: [Iowa Highway 330, abbreviation, Iowa 330]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iowa 330
Context triple: [Iowa Highway 330, abbreviation, Iowa 330]
  • A. Iowa 3
    Iowa 3 is a state highway running across northern Iowa, serving as an important east–west route connecting multiple communities in the state.
  • B. Iowa 38
    Iowa 38 is a state highway in eastern Iowa that runs north–south, connecting several small communities and serving as a regional route between rural areas and larger highways.
  • C. Iowa 965
    Iowa 965 is a former state highway designation in Iowa that was later reclassified and renumbered within the state’s road system.
  • D. Iowa 27
    Iowa 27 is a state highway designation in Iowa that refers to the signed route for Iowa Highway 27.
  • E. Iowa 102
    Iowa 102 is a state highway in Iowa that serves as a short connector route between local communities and larger transportation corridors.
  • 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: Iowa 330
Triple: [Iowa Highway 330, abbreviation, Iowa 330]
Generated description
Iowa 330 is a state highway in central Iowa that serves as a key connector route between the Marshalltown area and the Des Moines metropolitan region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iowa 330
Target entity description: Iowa 330 is a state highway in central Iowa that serves as a key connector route between the Marshalltown area and the Des Moines metropolitan region.
  • A. Iowa 3
    Iowa 3 is a state highway running across northern Iowa, serving as an important east–west route connecting multiple communities in the state.
  • B. Iowa 38
    Iowa 38 is a state highway in eastern Iowa that runs north–south, connecting several small communities and serving as a regional route between rural areas and larger highways.
  • C. Iowa 965
    Iowa 965 is a former state highway designation in Iowa that was later reclassified and renumbered within the state’s road system.
  • D. Iowa 27
    Iowa 27 is a state highway designation in Iowa that refers to the signed route for Iowa Highway 27.
  • E. Iowa 102
    Iowa 102 is a state highway in Iowa that serves as a short connector route between local communities and larger transportation corridors.
  • 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_69e245f7b0e481909c473ff4e6a54e2c completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e89cce881908727a94dbc00e031 completed April 29, 2026, 4:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c23f91254819082b2893cdbcfd375 completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c271f3c24819093f04fc69ae90160 completed May 19, 2026, 9:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0c27e86440819089fae3350b29d722 completed May 19, 2026, 9:05 a.m.
Created at: April 17, 2026, 4 p.m.