Triple

T8995091
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 281 E214882 entity
Predicate partiallyConcurrentWith P15900 FINISHED
Object Interstate 37 near San Antonio
Interstate 37 near San Antonio is a major Texas freeway connecting San Antonio to Corpus Christi, serving as a key route for regional travel and commerce in South Texas.
E770964 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 37 near San Antonio | Statement: [U.S. Route 281, partiallyConcurrentWith, Interstate 37 near San Antonio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 37 near San Antonio
Context triple: [U.S. Route 281, partiallyConcurrentWith, Interstate 37 near San Antonio]
  • A. Interstate 69W in Texas
    Interstate 69W in Texas is a short Interstate highway spur in Laredo that connects the U.S.–Mexico border to the Interstate 35 corridor as part of the planned I-69 system.
  • B. Interstate 69E in Texas
    Interstate 69E in Texas is a developing north–south Interstate corridor in South Texas that connects the Rio Grande Valley toward Corpus Christi as part of the planned I-69 system.
  • C. Interstate 10 in Kent, Texas
    Interstate 10 in Kent, Texas is a rural segment of the transcontinental Interstate 10 highway in western Texas, serving as a key junction and transition point between major east–west routes.
  • D. Interstate 10 in Beaumont, Texas
    Interstate 10 in Beaumont, Texas is a major east–west freeway corridor in Southeast Texas that serves as a key regional and national route for traffic passing through the Beaumont–Port Arthur area.
  • E. Interstate 376 (nearby)
    Interstate 376 is a major highway in western Pennsylvania that connects the Pittsburgh area with nearby communities and regional routes, providing significant transportation access for places like Neshannock Township.
  • 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 37 near San Antonio
Triple: [U.S. Route 281, partiallyConcurrentWith, Interstate 37 near San Antonio]
Generated description
Interstate 37 near San Antonio is a major Texas freeway connecting San Antonio to Corpus Christi, serving as a key route for regional travel and commerce in South Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 37 near San Antonio
Target entity description: Interstate 37 near San Antonio is a major Texas freeway connecting San Antonio to Corpus Christi, serving as a key route for regional travel and commerce in South Texas.
  • A. Interstate 69W in Texas
    Interstate 69W in Texas is a short Interstate highway spur in Laredo that connects the U.S.–Mexico border to the Interstate 35 corridor as part of the planned I-69 system.
  • B. Interstate 69E in Texas
    Interstate 69E in Texas is a developing north–south Interstate corridor in South Texas that connects the Rio Grande Valley toward Corpus Christi as part of the planned I-69 system.
  • C. Interstate 10 in Kent, Texas
    Interstate 10 in Kent, Texas is a rural segment of the transcontinental Interstate 10 highway in western Texas, serving as a key junction and transition point between major east–west routes.
  • D. Interstate 10 in Beaumont, Texas
    Interstate 10 in Beaumont, Texas is a major east–west freeway corridor in Southeast Texas that serves as a key regional and national route for traffic passing through the Beaumont–Port Arthur area.
  • E. Interstate 376 (nearby)
    Interstate 376 is a major highway in western Pennsylvania that connects the Pittsburgh area with nearby communities and regional routes, providing significant transportation access for places like Neshannock Township.
  • 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_69ca83a05c608190bdfdbdb25e994b39 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc68ddff288190869731df2c178ff6 completed April 1, 2026, 12:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0d0e6a08190a2faf4157b8a9cd4 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd193fdbc8190b49192327f698943 completed April 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfd242590881909ca351c1040c76ef completed April 3, 2026, 2:44 p.m.
Created at: March 30, 2026, 7:04 p.m.