Triple

T13738619
Position Surface form Disambiguated ID Type / Status
Subject State Route 111 (California) E330018 entity
Predicate parallelTo P1868 FINISHED
Object Interstate 10 in the Coachella Valley
Interstate 10 in the Coachella Valley is a major east–west freeway corridor in Southern California that carries regional and long-distance traffic across the desert communities of the Coachella Valley.
 E1057635 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 10 in the Coachella Valley | Statement: [State Route 111 (California), parallelTo, Interstate 10 in the Coachella Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Interstate 10 in the Coachella Valley
Context triple: [State Route 111 (California), parallelTo, Interstate 10 in the Coachella Valley]
  • A. Interstate 10 in San Bernardino
    Interstate 10 in San Bernardino is a major east–west freeway corridor in Southern California that serves as a key route for regional and cross-country traffic through the Inland Empire.
  • B. Interstate 10 in Los Angeles County
    Interstate 10 in Los Angeles County is a major east–west freeway corridor that serves as a key route for regional and cross-country traffic through the greater Los Angeles area.
  • C. Interstate 10 near Blythe, California
    Interstate 10 near Blythe, California is a major east–west freeway segment in the Colorado Desert that serves as a key connection between Southern California and Arizona.
  • D. Interstate 110 in Los Angeles
    Interstate 110 in Los Angeles is a major north–south freeway connecting the Port of Los Angeles and the South Bay area to Downtown Los Angeles and the regional freeway network.
  • E. Interstate 10 near Goodyear, Arizona
    Interstate 10 near Goodyear, Arizona is a major east–west freeway corridor in the Phoenix metropolitan area that serves as a key route for regional and cross-country traffic.
  • 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 10 in the Coachella Valley
Triple: [State Route 111 (California), parallelTo, Interstate 10 in the Coachella Valley]
Generated description
Interstate 10 in the Coachella Valley is a major east–west freeway corridor in Southern California that carries regional and long-distance traffic across the desert communities of the Coachella Valley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Interstate 10 in the Coachella Valley
Target entity description: Interstate 10 in the Coachella Valley is a major east–west freeway corridor in Southern California that carries regional and long-distance traffic across the desert communities of the Coachella Valley.
  • A. Interstate 10 in San Bernardino
    Interstate 10 in San Bernardino is a major east–west freeway corridor in Southern California that serves as a key route for regional and cross-country traffic through the Inland Empire.
  • B. Interstate 10 in Los Angeles County
    Interstate 10 in Los Angeles County is a major east–west freeway corridor that serves as a key route for regional and cross-country traffic through the greater Los Angeles area.
  • C. Interstate 10 near Blythe, California
    Interstate 10 near Blythe, California is a major east–west freeway segment in the Colorado Desert that serves as a key connection between Southern California and Arizona.
  • D. Interstate 110 in Los Angeles
    Interstate 110 in Los Angeles is a major north–south freeway connecting the Port of Los Angeles and the South Bay area to Downtown Los Angeles and the regional freeway network.
  • E. Interstate 10 near Goodyear, Arizona
    Interstate 10 near Goodyear, Arizona is a major east–west freeway corridor in the Phoenix metropolitan area that serves as a key route for regional and cross-country traffic.
  • 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_69d80772315881908f980cae40d91664 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de0204d50c8190a5413cc9a1b26e14 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f79d6bce9881909209231f6dfcf9bf completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79e7869648190ab0157bd0480b219 completed May 3, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69f79f7216b08190800165d46172222c completed May 3, 2026, 7:18 p.m.
Created at: April 9, 2026, 9:55 p.m.