Triple

T7183099
Position Surface form Disambiguated ID Type / Status
Subject Iowa Highway 75 E167498 entity
Predicate passesThrough P225 FINISHED
Object Hinton
Hinton is a small city in northwestern Iowa, United States, located in Plymouth County.
 E647756 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: Hinton | Statement: [Iowa Highway 75, passesThrough, Hinton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hinton
Context triple: [Iowa Highway 75, passesThrough, Hinton]
  • A. Hinton
    Hinton is a small city in southern West Virginia known for its historic downtown and scenic location along the New River.
  • B. Hinton
    Hinton is the surname of Geoffrey Hinton, a pioneering computer scientist widely regarded as one of the founding figures of deep learning and modern artificial intelligence.
  • C. Vinton
    Vinton is a small village in western Texas, located near the city of El Paso and the U.S.–Mexico border.
  • D. Vinton
    Vinton is the given name of Vinton Cerf, an American computer scientist widely recognized as one of the "fathers of the Internet."
  • E. Perlmutter
    Perlmutter is a powerful next-generation supercomputer at the National Energy Research Scientific Computing Center designed to support large-scale scientific research and simulations.
  • 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: Hinton
Triple: [Iowa Highway 75, passesThrough, Hinton]
Generated description
Hinton is a small city in northwestern Iowa, United States, located in Plymouth County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hinton
Target entity description: Hinton is a small city in northwestern Iowa, United States, located in Plymouth County.
  • A. Hinton
    Hinton is the surname of Geoffrey Hinton, a pioneering computer scientist widely regarded as one of the founding figures of deep learning and modern artificial intelligence.
  • B. Hinton
    Hinton is a small city in southern West Virginia known for its historic downtown and scenic location along the New River.
  • C. Vinton
    Vinton is a small village in western Texas, located near the city of El Paso and the U.S.–Mexico border.
  • D. Vinton
    Vinton is the given name of Vinton Cerf, an American computer scientist widely recognized as one of the "fathers of the Internet."
  • E. Perlmutter
    Perlmutter is a powerful next-generation supercomputer at the National Energy Research Scientific Computing Center designed to support large-scale scientific research and simulations.
  • 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_69c6888a7c548190a3d39b52a393080f completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e8bd52648190a22412300254e5d4 completed March 27, 2026, 8:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7b94390d48190b7443c9c8cc41625 completed March 28, 2026, 11:19 a.m.
NEDg Description generation batch_69c7b9c1afe48190bc55468790e84067 completed March 28, 2026, 11:21 a.m.
NED2 Entity disambiguation (via description) batch_69c7ba441f8c8190a4f88b140a1563f9 completed March 28, 2026, 11:23 a.m.
Created at: March 27, 2026, 2:49 p.m.