Triple

T10553530
Position Surface form Disambiguated ID Type / Status
Subject Big Mac E249013 entity
Predicate roadCarried P2059 FINISHED
Object US Highway 23
US Highway 23 is a major north–south United States highway running from Florida to Michigan, serving as an important regional transportation corridor through the eastern U.S.
E1253419 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: US Highway 23 | Statement: [Big Mac, roadCarried, US Highway 23]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: US Highway 23
Context triple: [Big Mac, roadCarried, US Highway 23]
  • A. US Highway 2
    US Highway 2 is a major east–west U.S. highway running across the northern United States, including a long stretch through Michigan’s Upper Peninsula.
  • B. U.S. Highway 53
    U.S. Highway 53 is a major north–south U.S. highway in the Upper Midwest that runs through Minnesota and Wisconsin, connecting cities such as Duluth with northern communities.
  • C. Highway 307
    Highway 307 is a major coastal road in Mexico’s Riviera Maya that links Playa del Carmen with other key destinations along the Caribbean shoreline, including Cancún and Tulum.
  • D. National Highway 27
    National Highway 27 is a major Indian roadway that forms part of the country’s east–west transport corridor, linking key cities and facilitating regional connectivity and trade.
  • E. National Highway 37
    National Highway 37 is a major roadway in the Indian state of Assam that runs across the Brahmaputra Valley, linking several key towns and cities in the 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: US Highway 23
Triple: [Big Mac, roadCarried, US Highway 23]
Generated description
US Highway 23 is a major north–south United States highway running from Florida to Michigan, serving as an important regional transportation corridor through the eastern U.S.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: US Highway 23
Target entity description: US Highway 23 is a major north–south United States highway running from Florida to Michigan, serving as an important regional transportation corridor through the eastern U.S.
  • A. US Highway 2
    US Highway 2 is a major east–west U.S. highway running across the northern United States, including a long stretch through Michigan’s Upper Peninsula.
  • B. U.S. Highway 53
    U.S. Highway 53 is a major north–south U.S. highway in the Upper Midwest that runs through Minnesota and Wisconsin, connecting cities such as Duluth with northern communities.
  • C. Highway 307
    Highway 307 is a major coastal road in Mexico’s Riviera Maya that links Playa del Carmen with other key destinations along the Caribbean shoreline, including Cancún and Tulum.
  • D. National Highway 27
    National Highway 27 is a major Indian roadway that forms part of the country’s east–west transport corridor, linking key cities and facilitating regional connectivity and trade.
  • E. National Highway 37
    National Highway 37 is a major roadway in the Indian state of Assam that runs across the Brahmaputra Valley, linking several key towns and cities in the region.
  • 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_69d381c733c08190ab1dd6239f5f34ae completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d52710869c81909b6db1a190825bad completed April 7, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a014819dfbc8190b39a10647f9ba64c completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a0148d819f88190a201a31fdcd37b1c completed May 11, 2026, 3:11 a.m.
NED2 Entity disambiguation (via description) batch_6a01493587948190b1a9f7ece8fcf072 completed May 11, 2026, 3:12 a.m.
Created at: April 6, 2026, 12:34 p.m.