Triple

T9014210
Position Surface form Disambiguated ID Type / Status
Subject Los Angeles County transportation network E215551 entity
Predicate hasComponent P35 FINISHED
Object ExpressLanes on I-10 and I-110
ExpressLanes on I-10 and I-110 are dynamically priced high-occupancy toll lanes in Los Angeles County designed to reduce congestion and improve traffic flow on key freeway corridors.
E772768 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: ExpressLanes on I-10 and I-110 | Statement: [Los Angeles County transportation network, hasComponent, ExpressLanes on I-10 and I-110]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ExpressLanes on I-10 and I-110
Context triple: [Los Angeles County transportation network, hasComponent, ExpressLanes on I-10 and I-110]
  • A. TEXpress Lanes
    TEXpress Lanes are a network of dynamically priced managed toll lanes in North Texas designed to reduce congestion and provide faster travel options alongside existing highways.
  • B. Interstate 15 express lanes
    Interstate 15 express lanes are dynamically tolled, high-occupancy express lanes designed to reduce congestion and improve traffic flow along a major segment of Interstate 15.
  • C. Interstate 105 freeway
    Interstate 105 is an east–west freeway in Los Angeles County that connects Los Angeles International Airport to the I-605 corridor and serves as a major commuter route through the South Bay and Gateway Cities.
  • D. Bay Area Express Lanes
    Bay Area Express Lanes are dynamically priced high-occupancy toll lanes in the San Francisco Bay Area designed to manage congestion and provide faster travel options for eligible vehicles.
  • E. 91 Express Lanes
    91 Express Lanes are a set of privately developed and dynamically tolled express lanes in the median of California’s State Route 91 designed to reduce congestion between Orange and Riverside counties.
  • 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: ExpressLanes on I-10 and I-110
Triple: [Los Angeles County transportation network, hasComponent, ExpressLanes on I-10 and I-110]
Generated description
ExpressLanes on I-10 and I-110 are dynamically priced high-occupancy toll lanes in Los Angeles County designed to reduce congestion and improve traffic flow on key freeway corridors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ExpressLanes on I-10 and I-110
Target entity description: ExpressLanes on I-10 and I-110 are dynamically priced high-occupancy toll lanes in Los Angeles County designed to reduce congestion and improve traffic flow on key freeway corridors.
  • A. TEXpress Lanes
    TEXpress Lanes are a network of dynamically priced managed toll lanes in North Texas designed to reduce congestion and provide faster travel options alongside existing highways.
  • B. Interstate 15 express lanes
    Interstate 15 express lanes are dynamically tolled, high-occupancy express lanes designed to reduce congestion and improve traffic flow along a major segment of Interstate 15.
  • C. Interstate 105 freeway
    Interstate 105 is an east–west freeway in Los Angeles County that connects Los Angeles International Airport to the I-605 corridor and serves as a major commuter route through the South Bay and Gateway Cities.
  • D. Bay Area Express Lanes
    Bay Area Express Lanes are dynamically priced high-occupancy toll lanes in the San Francisco Bay Area designed to manage congestion and provide faster travel options for eligible vehicles.
  • E. 91 Express Lanes
    91 Express Lanes are a set of privately developed and dynamically tolled express lanes in the median of California’s State Route 91 designed to reduce congestion between Orange and Riverside counties.
  • 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_69ca83a2bf088190986ee7a8eb90407d completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc69fae0b88190a0aa989bc37ab2c7 completed April 1, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfdba4bfd481908a5f33d39b8e7dd5 completed April 3, 2026, 3:24 p.m.
NEDg Description generation batch_69cfdc5b230881908057cc868e44ea44 completed April 3, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69cfdcfc28288190b849b3f0216a7e9a completed April 3, 2026, 3:30 p.m.
Created at: March 30, 2026, 7:06 p.m.