Triple

T3107073
Position Surface form Disambiguated ID Type / Status
Subject Erie E64856 entity
Predicate borderedBy P224 FINISHED
Object Millcreek Township
Millcreek Township is a suburban municipality in Erie County, Pennsylvania, known for surrounding much of the city of Erie and serving as a major residential and commercial area in the region.
E326865 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: Millcreek Township | Statement: [Erie, borderedBy, Millcreek Township]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Millcreek Township
Context triple: [Erie, borderedBy, Millcreek Township]
  • A. Warren Township
    Warren Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
  • B. Pleasant Township
    Pleasant Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
  • C. Milton Township
    Milton Township is a civil township in DuPage County, Illinois, encompassing communities such as Wheaton and Glen Ellyn in the Chicago metropolitan area.
  • D. Lawrence Township
    Lawrence Township is a suburban municipality in Mercer County, New Jersey, known for its residential communities, shopping centers, and proximity to Princeton.
  • E. Hopkins Township
    Hopkins Township is a rural civil township located in Allegan County in the U.S. state of Michigan.
  • 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: Millcreek Township
Triple: [Erie, borderedBy, Millcreek Township]
Generated description
Millcreek Township is a suburban municipality in Erie County, Pennsylvania, known for surrounding much of the city of Erie and serving as a major residential and commercial area in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Millcreek Township
Target entity description: Millcreek Township is a suburban municipality in Erie County, Pennsylvania, known for surrounding much of the city of Erie and serving as a major residential and commercial area in the region.
  • A. Warren Township
    Warren Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
  • B. Pleasant Township
    Pleasant Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
  • C. Milton Township
    Milton Township is a civil township in DuPage County, Illinois, encompassing communities such as Wheaton and Glen Ellyn in the Chicago metropolitan area.
  • D. Lawrence Township
    Lawrence Township is a suburban municipality in Mercer County, New Jersey, known for its residential communities, shopping centers, and proximity to Princeton.
  • E. Hopkins Township
    Hopkins Township is a rural civil township located in Allegan County in the U.S. state of Michigan.
  • 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_69ad857eeaf48190b34ebfdaa7a264cf completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada29d4aa8819093287bc71370fc05 completed March 8, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2038c89248190b880108c82ad35b1 completed March 12, 2026, 12:06 a.m.
NEDg Description generation batch_69b2046f76488190adef6685544b080e completed March 12, 2026, 12:10 a.m.
NED2 Entity disambiguation (via description) batch_69b2054bca388190ad40b2303ac96373 completed March 12, 2026, 12:14 a.m.
Created at: March 8, 2026, 3:04 p.m.