Triple

T6238404
Position Surface form Disambiguated ID Type / Status
Subject Youngstown–Warren–Boardman metropolitan area E139533 entity
Predicate hasPrincipalCity P3940 FINISHED
Object Boardman
Boardman is a major suburban community in northeastern Ohio, known for its residential neighborhoods, commercial centers, and role as a key part of the Youngstown metropolitan region.
 E577563 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: Boardman | Statement: [Youngstown–Warren–Boardman metropolitan area, hasPrincipalCity, Boardman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Boardman
Context triple: [Youngstown–Warren–Boardman metropolitan area, hasPrincipalCity, Boardman]
  • A. Kelso
    Kelso is a historic market town in the Scottish Borders, known for its picturesque setting at the confluence of the Rivers Tweed and Teviot and the ruins of Kelso Abbey.
  • B. Morton
    Morton is a timid yet loyal mouse-like creature in the animated film "Horton Hears a Who!" who serves as Horton's cautious but supportive friend.
  • C. Morton
    Morton is the given first name of Mort Sahl, the influential Canadian-American stand-up comedian known for his pioneering political satire.
  • D. Morton
    Morton is a common English surname of Norman origin, borne by numerous notable individuals across politics, sports, and the arts.
  • E. Morton
    Morton is a village and civil parish located within the historic district of Kesteven in Lincolnshire, England.
  • 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: Boardman
Triple: [Youngstown–Warren–Boardman metropolitan area, hasPrincipalCity, Boardman]
Generated description
Boardman is a major suburban community in northeastern Ohio, known for its residential neighborhoods, commercial centers, and role as a key part of the Youngstown metropolitan region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Boardman
Target entity description: Boardman is a major suburban community in northeastern Ohio, known for its residential neighborhoods, commercial centers, and role as a key part of the Youngstown metropolitan region.
  • A. Kelso
    Kelso is a historic market town in the Scottish Borders, known for its picturesque setting at the confluence of the Rivers Tweed and Teviot and the ruins of Kelso Abbey.
  • B. Morton
    Morton is a timid yet loyal mouse-like creature in the animated film "Horton Hears a Who!" who serves as Horton's cautious but supportive friend.
  • C. Morton
    Morton is the given first name of Mort Sahl, the influential Canadian-American stand-up comedian known for his pioneering political satire.
  • D. Morton
    Morton is a village and civil parish located within the historic district of Kesteven in Lincolnshire, England.
  • E. Morton
    Morton is a common English surname of Norman origin, borne by numerous notable individuals across politics, sports, and the arts.
  • 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_69c008b0e7ac8190808a59573ee646f3 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0630373088190a9d4b1f7e442c129 completed March 22, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20e01845081909c54fe938600be3e completed March 24, 2026, 4:07 a.m.
NEDg Description generation batch_69c215ff293c8190a79dd9246c38880d completed March 24, 2026, 4:41 a.m.
NED2 Entity disambiguation (via description) batch_69c2167ef4748190bebcf28468a696bc completed March 24, 2026, 4:43 a.m.
Created at: March 22, 2026, 4:23 p.m.