Triple

T22795432
Position Surface form Disambiguated ID Type / Status
Subject Pheasant Branch Creek E564227 entity
Predicate monitoredBy P752 FINISHED
Object City of Middleton
The City of Middleton is a municipality in south-central Wisconsin, United States, located just west of Madison and known for its parks, environmental stewardship, and high quality of life.
 E349416 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: City of Middleton | Statement: [Pheasant Branch Creek, monitoredBy, City of Middleton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: City of Middleton
Context triple: [Pheasant Branch Creek, monitoredBy, City of Middleton]
  • A. Middleford
    Middleford is a fictional English town often used as a setting in crime and detective stories.
  • B. North Middleton
    North Middleton is a small village in Midlothian, Scotland, situated near the historic Borthwick area.
  • C. Middleton
    Middleton is a village and civil parish in the English county of Norfolk, situated near the town of King’s Lynn.
  • D. Middleton
    Middleton is a small coastal town in South Australia known for its surf beaches and holiday atmosphere.
  • E. Middleton
    Middleton is a town in Greater Manchester, England, historically part of Lancashire and now a residential and industrial suburb of Manchester.
  • 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: City of Middleton
Triple: [Pheasant Branch Creek, monitoredBy, City of Middleton]
Generated description
The City of Middleton is a municipality in south-central Wisconsin, United States, located just west of Madison and known for its parks, environmental stewardship, and high quality of life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: City of Middleton
Target entity description: The City of Middleton is a municipality in south-central Wisconsin, United States, located just west of Madison and known for its parks, environmental stewardship, and high quality of life.
  • A. Middleford
    Middleford is a fictional English town often used as a setting in crime and detective stories.
  • B. North Middleton
    North Middleton is a small village in Midlothian, Scotland, situated near the historic Borthwick area.
  • C. Middleton
    Middleton is a village and civil parish in the English county of Norfolk, situated near the town of King’s Lynn.
  • D. Middleton chosen
    Middleton is a suburban city in south-central Wisconsin, known for its proximity to Madison and its mix of residential neighborhoods, parks, and commercial areas.
  • E. Middleton
    Middleton is a small coastal town in South Australia known for its surf beaches and holiday atmosphere.
  • F. None of above.

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_69e2458185f88190b0045227ee420411 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17cd8e0c4819086da0488bea56a34 completed April 29, 2026, 3:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ba7a098488190ac57cf88793a456c completed May 18, 2026, 11:58 p.m.
NEDg Description generation batch_6a0ba8bb77bc81909c5422f9d73c1e70 completed May 19, 2026, 12:03 a.m.
NED2 Entity disambiguation (via description) batch_6a0ba94752c48190a8892cac5ef862b2 completed May 19, 2026, 12:05 a.m.
Created at: April 17, 2026, 3:30 p.m.