Triple

T16815028
Position Surface form Disambiguated ID Type / Status
Subject Marshall County, Iowa E408720 entity
Predicate hasMajorHighway P385 FINISHED
Object Iowa Highway 96
Iowa Highway 96 is a short state highway in central Iowa that runs east–west through rural areas, including parts of Marshall County.
 E1338160 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 Highway 96 | Statement: [Marshall County, Iowa, hasMajorHighway, Iowa Highway 96]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 96
Context triple: [Marshall County, Iowa, hasMajorHighway, Iowa Highway 96]
  • A. 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.
  • 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 56
    Iowa Highway 56 is a state highway in northeastern Iowa that connects rural communities and small towns, including Elkader, to the broader state road network.
  • D. Iowa Highway 86
    Iowa Highway 86 is a state highway in northwestern Iowa that runs near the Iowa–Minnesota border, serving as a regional connector route.
  • E. Iowa Highway 78
    Iowa Highway 78 is an east–west state highway in southeastern Iowa that connects several small rural communities and links with multiple primary routes.
  • 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 Highway 96
Triple: [Marshall County, Iowa, hasMajorHighway, Iowa Highway 96]
Generated description
Iowa Highway 96 is a short state highway in central Iowa that runs east–west through rural areas, including parts of Marshall County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Iowa Highway 96
Target entity description: Iowa Highway 96 is a short state highway in central Iowa that runs east–west through rural areas, including parts of Marshall County.
  • A. 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.
  • 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 56
    Iowa Highway 56 is a state highway in northeastern Iowa that connects rural communities and small towns, including Elkader, to the broader state road network.
  • D. Iowa Highway 86
    Iowa Highway 86 is a state highway in northwestern Iowa that runs near the Iowa–Minnesota border, serving as a regional connector route.
  • E. Iowa Highway 78
    Iowa Highway 78 is an east–west state highway in southeastern Iowa that connects several small rural communities and links with multiple primary routes.
  • 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_69d88394566c8190b3dcbdc72935f7fa completed April 10, 2026, 4:59 a.m.
NER Named-entity recognition batch_69e3b2e0e05081908bd5eaa64abe133d completed April 18, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a052b19cde0819088bb66e41796b3dc completed May 14, 2026, 1:53 a.m.
NEDg Description generation batch_6a052c02a8cc8190bba9db8bd0d3b7b5 completed May 14, 2026, 1:57 a.m.
NED2 Entity disambiguation (via description) batch_6a052ca7b87c8190808537110bf69fb6 completed May 14, 2026, 2 a.m.
Created at: April 10, 2026, 5:23 a.m.