Triple

T1125642
Position Surface form Disambiguated ID Type / Status
Subject Tucson E24712 entity
Predicate servedByHighway P385 FINISHED
Object Interstate 19
Interstate 19 is a short U.S. Interstate Highway in southern Arizona that uniquely uses metric distance signs and connects Tucson to the U.S.–Mexico border at Nogales.
E359445 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 19 | Statement: [Tucson, servedByHighway, Interstate 19]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 19
Context triple: [Tucson, servedByHighway, Interstate 19]
  • A. Interstate 17
    Interstate 17 is a primary north–south freeway in Arizona that connects Phoenix with Flagstaff and serves as a key route to northern Arizona destinations.
  • B. Interstate 25
    Interstate 25 is a major north–south U.S. highway running through the Rocky Mountain region, connecting cities from New Mexico through Colorado to Wyoming.
  • C. Interstate 8
    Interstate 8 is a major east–west U.S. Interstate Highway running from San Diego, California, to the Arizona border near Yuma, serving as a key route across the southernmost part of the Southwest.
  • D. Interstate 195
    Interstate 195 is an east–west auxiliary Interstate Highway in central New Jersey that connects the New Jersey Turnpike with the Jersey Shore region.
  • E. Interstate 185
    Interstate 185 is a spur route of Interstate 85 in western Georgia that connects the Columbus area to the main interstate network.
  • 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 19
Triple: [Tucson, servedByHighway, Interstate 19]
Generated description
Interstate 19 is a short U.S. Interstate Highway in southern Arizona that uniquely uses metric distance signs and connects Tucson to the U.S.–Mexico border at Nogales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 19
Target entity description: Interstate 19 is a short U.S. Interstate Highway in southern Arizona that uniquely uses metric distance signs and connects Tucson to the U.S.–Mexico border at Nogales.
  • A. Interstate 17
    Interstate 17 is a primary north–south freeway in Arizona that connects Phoenix with Flagstaff and serves as a key route to northern Arizona destinations.
  • B. Interstate 25
    Interstate 25 is a major north–south U.S. highway running through the Rocky Mountain region, connecting cities from New Mexico through Colorado to Wyoming.
  • C. Interstate 8
    Interstate 8 is a major east–west U.S. Interstate Highway running from San Diego, California, to the Arizona border near Yuma, serving as a key route across the southernmost part of the Southwest.
  • D. Interstate 195
    Interstate 195 is an east–west auxiliary Interstate Highway in central New Jersey that connects the New Jersey Turnpike with the Jersey Shore region.
  • E. Interstate 185
    Interstate 185 is a spur route of Interstate 85 in western Georgia that connects the Columbus area to the main interstate network.
  • 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_69a4940712c88190aa244f3fc6070a65 completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bbdaf2d4819086f480f69da127f9 completed March 1, 2026, 10:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b36067f47881908de481e1350bcaff completed March 13, 2026, 12:55 a.m.
NEDg Description generation batch_69b3614702348190bd35c37d2059312f completed March 13, 2026, 12:58 a.m.
NED2 Entity disambiguation (via description) batch_69b362451b848190a2fe80a17ab8f9c3 completed March 13, 2026, 1:03 a.m.
Created at: March 1, 2026, 7:44 p.m.