Triple

T22017365
Position Surface form Disambiguated ID Type / Status
Subject Iowa Highway 4 E543746 entity
Predicate passesThrough P225 FINISHED
Object Wallingford
Wallingford is a small city in Emmet County, Iowa, located in the northwestern part of the state.
E1513860 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: Wallingford | Statement: [Iowa Highway 4, passesThrough, Wallingford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wallingford
Context triple: [Iowa Highway 4, passesThrough, Wallingford]
  • A. Wallingford
    Wallingford is a historic market town on the River Thames in South Oxfordshire, England, known for its medieval castle remains and traditional town centre.
  • B. Wallingford
    Wallingford is a town in south-central Connecticut known for its historic downtown, residential neighborhoods, and mix of light industry and commerce.
  • C. Wallingford
    Wallingford is a small town in southern Vermont known for its rural New England character, historic village center, and scenic Green Mountain surroundings.
  • D. Wallingford
    Wallingford is a residential neighborhood in north-central Seattle known for its historic homes, walkable streets, and proximity to Lake Union.
  • E. Abingdon
    Abingdon is a historic market town in Oxfordshire, England, often claimed to be one of the oldest continuously inhabited towns in the country.
  • 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: Wallingford
Triple: [Iowa Highway 4, passesThrough, Wallingford]
Generated description
Wallingford is a small city in Emmet County, Iowa, located in the northwestern part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wallingford
Target entity description: Wallingford is a small city in Emmet County, Iowa, located in the northwestern part of the state.
  • A. Wallingford
    Wallingford is a historic market town on the River Thames in South Oxfordshire, England, known for its medieval castle remains and traditional town centre.
  • B. Wallingford
    Wallingford is a town in south-central Connecticut known for its historic downtown, residential neighborhoods, and mix of light industry and commerce.
  • C. Wallingford
    Wallingford is a small town in southern Vermont known for its rural New England character, historic village center, and scenic Green Mountain surroundings.
  • D. Wallingford
    Wallingford is a residential neighborhood in north-central Seattle known for its historic homes, walkable streets, and proximity to Lake Union.
  • E. Abingdon
    Abingdon is a historic market town in Oxfordshire, England, often claimed to be one of the oldest continuously inhabited towns in the country.
  • 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_69e11e2e8ea4819084210fe06d3a1b8d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127c4e0088190a5241d1b87d746da completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7381c4b8819086514b9422cd6a0c completed May 18, 2026, 2:03 a.m.
NEDg Description generation batch_6a0a74e81da881908c73d864258dcdd5 completed May 18, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_6a0a75ce1ed88190be60d0ed29a056ba completed May 18, 2026, 2:13 a.m.
Created at: April 16, 2026, 8:23 p.m.