Triple

T9724527
Position Surface form Disambiguated ID Type / Status
Subject Laguna Hills, California E235569 entity
Predicate locatedNear P294 FINISHED
Object Interstate 5 in California
Interstate 5 in California is a major north–south freeway that forms the backbone of the state’s highway system, connecting key cities from the Mexican border through Los Angeles and the Central Valley to the Oregon border.
E817421 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 5 in California | Statement: [Laguna Hills, California, locatedNear, Interstate 5 in California]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Interstate 5 in California
Context triple: [Laguna Hills, California, locatedNear, Interstate 5 in California]
  • A. Interstate 5 in Los Angeles County
    Interstate 5 in Los Angeles County is a major north–south freeway corridor that carries heavy regional and long-distance traffic through the heart of the Greater Los Angeles area.
  • B. Interstate 5 in Oregon
    Interstate 5 in Oregon is the primary north–south freeway traversing the state, connecting major cities from the California border to Washington and serving as a key corridor for regional and interstate travel.
  • C. Interstate 5 in Redding
    Interstate 5 in Redding is a major north–south freeway corridor in Northern California that serves as a key transportation route through the city and connects it to regional and interstate destinations.
  • D. Interstate 15 in California
    Interstate 15 in California is a major north–south highway connecting the Los Angeles region to Las Vegas and beyond, traversing the Mojave Desert and serving as a key freight and travel corridor.
  • E. Interstate 5 in Vancouver, Washington
    Interstate 5 in Vancouver, Washington is a major north–south freeway segment of the West Coast’s primary interstate corridor, connecting the city to Portland, Oregon across the Columbia River and to the broader I-5 route through Washington state.
  • 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 5 in California
Triple: [Laguna Hills, California, locatedNear, Interstate 5 in California]
Generated description
Interstate 5 in California is a major north–south freeway that forms the backbone of the state’s highway system, connecting key cities from the Mexican border through Los Angeles and the Central Valley to the Oregon border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Interstate 5 in California
Target entity description: Interstate 5 in California is a major north–south freeway that forms the backbone of the state’s highway system, connecting key cities from the Mexican border through Los Angeles and the Central Valley to the Oregon border.
  • A. Interstate 5 in Los Angeles County
    Interstate 5 in Los Angeles County is a major north–south freeway corridor that carries heavy regional and long-distance traffic through the heart of the Greater Los Angeles area.
  • B. Interstate 5 in Oregon
    Interstate 5 in Oregon is the primary north–south freeway traversing the state, connecting major cities from the California border to Washington and serving as a key corridor for regional and interstate travel.
  • C. Interstate 5 in Redding
    Interstate 5 in Redding is a major north–south freeway corridor in Northern California that serves as a key transportation route through the city and connects it to regional and interstate destinations.
  • D. Interstate 15 in California
    Interstate 15 in California is a major north–south highway connecting the Los Angeles region to Las Vegas and beyond, traversing the Mojave Desert and serving as a key freight and travel corridor.
  • E. Interstate 5 in Vancouver, Washington
    Interstate 5 in Vancouver, Washington is a major north–south freeway segment of the West Coast’s primary interstate corridor, connecting the city to Portland, Oregon across the Columbia River and to the broader I-5 route through Washington state.
  • 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_69ca84d0123c819096f9dc3b6abb0881 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e77096481908ffd315fecb1d5ec completed April 1, 2026, 10:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19faa064081909c1d23044984a17c completed April 4, 2026, 11:32 p.m.
NEDg Description generation batch_69d1a3cc5420819091ee338da5afe4b7 completed April 4, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69d1a5f265148190af432e3640221a33 completed April 4, 2026, 11:59 p.m.
Created at: March 30, 2026, 8:21 p.m.