Triple

T13434010
Position Surface form Disambiguated ID Type / Status
Subject Spirit Lake, Iowa E320182 entity
Predicate transportation P230 FINISHED
Object Iowa Highway 9 E188920 NE FINISHED

How this triple was built (2 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 Highway 9 | Statement: [Spirit Lake, Iowa, transportation, Iowa Highway 9]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 9
Context triple: [Spirit Lake, Iowa, transportation, Iowa Highway 9]
  • A. Iowa Highway 9 chosen
    Iowa Highway 9 is an east–west state highway spanning northern Iowa, connecting numerous small towns and regional centers near the Minnesota border.
  • B. Iowa Highway 99
    Iowa Highway 99 is a state highway in southeastern Iowa that runs along the Mississippi River corridor, connecting small communities and providing regional access to nearby towns such as Oakville.
  • C. Iowa Highway 92
    Iowa Highway 92 is an east–west state highway running across southern Iowa, connecting multiple communities and serving as a key regional transportation route.
  • D. Iowa Highway 8
    Iowa Highway 8 is a short state highway in eastern Iowa that connects the city of La Porte City with nearby communities and regional routes.
  • E. Iowa Highway 5
    Iowa Highway 5 is a state highway in southern Iowa that serves as a key east–west route connecting communities and facilitating regional travel.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d80761e6cc8190a90c844589998ecc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaee29fec81908b07b4fca2922242 completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd6d6fde508190865a8e3e391fdf5e completed May 8, 2026, 4:58 a.m.
Created at: April 9, 2026, 9:40 p.m.