Triple

T13117947
Position Surface form Disambiguated ID Type / Status
Subject Calexico, California E311143 entity
Predicate majorHighway P385 FINISHED
Object California State Route 98
California State Route 98 is an east–west state highway in Imperial County that runs near the U.S.–Mexico border, serving as a key connector between Calexico and other regional routes.
E1083403 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: California State Route 98 | Statement: [Calexico, California, majorHighway, California State Route 98]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: California State Route 98
Context triple: [Calexico, California, majorHighway, California State Route 98]
  • A. California State Route 92
    California State Route 92 is an east–west highway in the San Francisco Bay Area that connects Half Moon Bay on the Pacific coast to Hayward via the San Mateo–Hayward Bridge across San Francisco Bay.
  • B. California State Route 89
    California State Route 89 is a scenic north–south highway in California that winds through the Sierra Nevada and other mountainous regions, connecting small communities, national forests, and popular outdoor recreation areas.
  • C. California State Route 94
    California State Route 94 is a state highway in San Diego County that runs from downtown San Diego eastward through suburban and rural areas toward the U.S.–Mexico border region.
  • D. California State Route 90
    California State Route 90 is a short state highway in Southern California that includes the Marina Freeway segment and serves as a connector between coastal Los Angeles and inland freeways.
  • E. California State Route 78
    California State Route 78 is a major east–west highway in northern San Diego County that connects the coastal city of Oceanside with inland communities and the desert region.
  • 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: California State Route 98
Triple: [Calexico, California, majorHighway, California State Route 98]
Generated description
California State Route 98 is an east–west state highway in Imperial County that runs near the U.S.–Mexico border, serving as a key connector between Calexico and other regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: California State Route 98
Target entity description: California State Route 98 is an east–west state highway in Imperial County that runs near the U.S.–Mexico border, serving as a key connector between Calexico and other regional routes.
  • A. California State Route 92
    California State Route 92 is an east–west highway in the San Francisco Bay Area that connects Half Moon Bay on the Pacific coast to Hayward via the San Mateo–Hayward Bridge across San Francisco Bay.
  • B. California State Route 89
    California State Route 89 is a scenic north–south highway in California that winds through the Sierra Nevada and other mountainous regions, connecting small communities, national forests, and popular outdoor recreation areas.
  • C. California State Route 94
    California State Route 94 is a state highway in San Diego County that runs from downtown San Diego eastward through suburban and rural areas toward the U.S.–Mexico border region.
  • D. California State Route 90
    California State Route 90 is a short state highway in Southern California that includes the Marina Freeway segment and serves as a connector between coastal Los Angeles and inland freeways.
  • E. California State Route 78
    California State Route 78 is a major east–west highway in northern San Diego County that connects the coastal city of Oceanside with inland communities and the desert region.
  • 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98182011c8190a504678affbb7787 completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7cb4d348190962ba5fa21fbb77b completed May 7, 2026, 8:36 p.m.
NEDg Description generation batch_69fd02e0fcc081909349dbe0d14f38ba completed May 7, 2026, 9:23 p.m.
NED2 Entity disambiguation (via description) batch_69fd035441d8819084635cea48a163df completed May 7, 2026, 9:25 p.m.
Created at: April 9, 2026, 9:06 p.m.