Triple

T13460992
Position Surface form Disambiguated ID Type / Status
Subject Ashton, Iowa E311362 entity
Predicate hasName P744 FINISHED
Object Ashton
Ashton is a small city located in Osceola County in the northwestern part of the U.S. state of Iowa.
 E1041586 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: Ashton | Statement: [Ashton, Iowa, hasName, Ashton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ashton
Context triple: [Ashton, Iowa, hasName, Ashton]
  • A. Ashton
    Ashton is a masculine given name of English origin that has become well known through figures such as actor and entrepreneur Ashton Kutcher.
  • B. Ashton
    Ashton is a small village in the town of Cumberland in Providence County, Rhode Island, known for its historic mill district along the Blackstone River.
  • C. Ashton
    Ashton is a small village in Cornwall, England, known for its rural character and location within the civil parish of Breage.
  • D. Ashton
    Ashton is a small town in South Africa’s Western Cape, known for its fruit farming and position along the scenic Route 62.
  • E. Ashton
    Ashton is a small coastal town on Union Island in Saint Vincent and the Grenadines, known as one of the island’s main settlements.
  • 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: Ashton
Triple: [Ashton, Iowa, hasName, Ashton]
Generated description
Ashton is a small city located in Osceola County in the northwestern part of the U.S. state of Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ashton
Target entity description: Ashton is a small city located in Osceola County in the northwestern part of the U.S. state of Iowa.
  • A. Ashton
    Ashton is a masculine given name of English origin that has become well known through figures such as actor and entrepreneur Ashton Kutcher.
  • B. Ashton
    Ashton is a small village in the town of Cumberland in Providence County, Rhode Island, known for its historic mill district along the Blackstone River.
  • C. Ashton
    Ashton is a small town in South Africa’s Western Cape, known for its fruit farming and position along the scenic Route 62.
  • D. Ashton
    Ashton is a small coastal town on Union Island in Saint Vincent and the Grenadines, known as one of the island’s main settlements.
  • E. Ashton
    Ashton is a small village in Cornwall, England, known for its rural character and location within the civil parish of Breage.
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf0d95fc81909d9f73d5315dc7b4 completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f739a2c75c819093765eb9d0d2377e completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73db030ec8190a7d6b2cb1a3d52ed completed May 3, 2026, 12:21 p.m.
NED2 Entity disambiguation (via description) batch_69f73e8531a48190a280407f291d004c completed May 3, 2026, 12:24 p.m.
Created at: April 9, 2026, 9:41 p.m.