Triple

T5296206
Position Surface form Disambiguated ID Type / Status
Subject Mahoning County, Ohio E119860 entity
Predicate hasMajorHighway P385 FINISHED
Object Interstate 680
Interstate 680 is a major auxiliary Interstate Highway in northeastern Ohio that serves the Youngstown area and connects with Interstate 80 and the Ohio Turnpike.
E514816 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: Interstate 680 | Statement: [Mahoning County, Ohio, hasMajorHighway, Interstate 680]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 680
Context triple: [Mahoning County, Ohio, hasMajorHighway, Interstate 680]
  • A. Interstate 680
    Interstate 680 is a U.S. Interstate Highway that serves as a key regional connector in the Midwest, linking parts of Iowa and Nebraska and facilitating traffic around the Omaha–Council Bluffs metropolitan area.
  • B. Interstate 680
    Interstate 680 is a major north–south freeway in the San Francisco Bay Area that connects cities in Contra Costa, Alameda, and Santa Clara counties as part of California’s regional and interstate transportation network.
  • C. Interstate 280
    Interstate 280 is a key east–west freeway in northern New Jersey that connects suburban communities in Essex County to Newark and the New Jersey Turnpike.
  • D. Interstate 280
    Interstate 280 is a U.S. Interstate highway that serves as a bypass route around the Quad Cities area, connecting Interstate 80 and Interstate 74 in eastern Iowa and western Illinois.
  • E. Interstate 280
    Interstate 280 is a major north–south freeway in the San Francisco Bay Area of California, running between San Jose and San Francisco and known for its scenic route along the Peninsula.
  • 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: Interstate 680
Triple: [Mahoning County, Ohio, hasMajorHighway, Interstate 680]
Generated description
Interstate 680 is a major auxiliary Interstate Highway in northeastern Ohio that serves the Youngstown area and connects with Interstate 80 and the Ohio Turnpike.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 680
Target entity description: Interstate 680 is a major auxiliary Interstate Highway in northeastern Ohio that serves the Youngstown area and connects with Interstate 80 and the Ohio Turnpike.
  • A. Interstate 680
    Interstate 680 is a U.S. Interstate Highway that serves as a key regional connector in the Midwest, linking parts of Iowa and Nebraska and facilitating traffic around the Omaha–Council Bluffs metropolitan area.
  • B. Interstate 680
    Interstate 680 is a major north–south freeway in the San Francisco Bay Area that connects cities in Contra Costa, Alameda, and Santa Clara counties as part of California’s regional and interstate transportation network.
  • C. Interstate 280
    Interstate 280 is a key east–west freeway in northern New Jersey that connects suburban communities in Essex County to Newark and the New Jersey Turnpike.
  • D. Interstate 280
    Interstate 280 is a U.S. Interstate highway that serves as a bypass route around the Quad Cities area, connecting Interstate 80 and Interstate 74 in eastern Iowa and western Illinois.
  • E. Interstate 280
    Interstate 280 is a major north–south freeway in the San Francisco Bay Area of California, running between San Jose and San Francisco and known for its scenic route along the Peninsula.
  • 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_69bd446f22b88190b6a47fb91c68a3e7 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd8503cf908190b1f93fb10a33c49c completed March 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf2907e4cc8190a25f457c17c747ff completed March 21, 2026, 11:26 p.m.
NEDg Description generation batch_69bf2996154c81909bd5aca5cdc4e426 completed March 21, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69bf29f6a5b0819096e53ce3a7e14266 completed March 21, 2026, 11:29 p.m.
Created at: March 20, 2026, 1:53 p.m.