Triple

T5745370
Position Surface form Disambiguated ID Type / Status
Subject Valley of the Sun E126718 entity
Predicate hasMajorCity P316 FINISHED
Object Buckeye
Buckeye is a rapidly growing city in the Phoenix metropolitan area of Arizona, known for its suburban expansion and proximity to the Sonoran Desert.
E543910 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: Buckeye | Statement: [Valley of the Sun, hasMajorCity, Buckeye]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Buckeye
Context triple: [Valley of the Sun, hasMajorCity, Buckeye]
  • A. Shawnee
    The Shawnee are an Algonquian-speaking Native American people historically based in the Ohio Valley, known for their resistance to U.S. expansion in the late 18th and early 19th centuries.
  • B. Berea
    Berea is an ancient city in Macedonia, known from the New Testament as a place where early Christian missionaries, including Paul and Silas, preached and where the local Jews were commended for diligently examining the Scriptures.
  • C. Berea
    Berea is a small city in northeastern Ohio, United States, known for housing Baldwin Wallace University and its proximity to Cleveland.
  • D. Wyandotte
    Wyandotte is a popular American dual-purpose chicken breed valued for its good egg production, meat quality, and attractive laced plumage.
  • E. Wyandotte
    Wyandotte is an alternative name for the Wyandot, a Native American people historically located around the Great Lakes region.
  • 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: Buckeye
Triple: [Valley of the Sun, hasMajorCity, Buckeye]
Generated description
Buckeye is a rapidly growing city in the Phoenix metropolitan area of Arizona, known for its suburban expansion and proximity to the Sonoran Desert.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Buckeye
Target entity description: Buckeye is a rapidly growing city in the Phoenix metropolitan area of Arizona, known for its suburban expansion and proximity to the Sonoran Desert.
  • A. Shawnee
    The Shawnee are an Algonquian-speaking Native American people historically based in the Ohio Valley, known for their resistance to U.S. expansion in the late 18th and early 19th centuries.
  • B. Berea
    Berea is an ancient city in Macedonia, known from the New Testament as a place where early Christian missionaries, including Paul and Silas, preached and where the local Jews were commended for diligently examining the Scriptures.
  • C. Berea
    Berea is a small city in northeastern Ohio, United States, known for housing Baldwin Wallace University and its proximity to Cleveland.
  • D. Wyandotte
    Wyandotte is an alternative name for the Wyandot, a Native American people historically located around the Great Lakes region.
  • E. Wyandotte
    Wyandotte is a popular American dual-purpose chicken breed valued for its good egg production, meat quality, and attractive laced plumage.
  • 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_69c0083179548190b384b0bf3c08ca4d completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c025883b608190b21523da2afde218 completed March 22, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e2c54c0819087ab79ae855b9677 completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c08cc5c48481909c1ac21d586b3263 completed March 23, 2026, 12:43 a.m.
NED2 Entity disambiguation (via description) batch_69c08d42cac88190b6cd454e8c31a4ef completed March 23, 2026, 12:45 a.m.
Created at: March 22, 2026, 3:48 p.m.