Triple

T458863
Position Surface form Disambiguated ID Type / Status
Subject Caltrans E7291 entity
Predicate hasDivision P35 FINISHED
Object District 8
District 8 is a regional division of the California Department of Transportation responsible for planning, constructing, and maintaining the state highway system in its assigned area of Southern California.
 E60770 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: District 8 | Statement: [Caltrans, hasDivision, District 8]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: District 8
Context triple: [Caltrans, hasDivision, District 8]
  • A. District 7
    District 7 is a regional division of the California Department of Transportation responsible for planning, constructing, and maintaining the state highway system in the Los Angeles and Ventura County area.
  • B. District 5
    District 5 is a regional division of the California Department of Transportation responsible for planning, constructing, and maintaining state highways and transportation infrastructure in its assigned area of California.
  • C. District 2
    District 2 is a regional division of the California Department of Transportation (Caltrans) responsible for planning, building, and maintaining state transportation infrastructure within its designated area.
  • D. District 4
    District 4 is the California Department of Transportation (Caltrans) regional district responsible for planning, constructing, and maintaining the state highway system in the San Francisco Bay Area.
  • E. District 6
    District 6 is a regional division of the California Department of Transportation (Caltrans) responsible for planning, constructing, and maintaining the state highway system in its assigned area of California.
  • 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: District 8
Triple: [Caltrans, hasDivision, District 8]
Generated description
District 8 is a regional division of the California Department of Transportation responsible for planning, constructing, and maintaining the state highway system in its assigned area of Southern California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: District 8
Target entity description: District 8 is a regional division of the California Department of Transportation responsible for planning, constructing, and maintaining the state highway system in its assigned area of Southern California.
  • A. District 7
    District 7 is a regional division of the California Department of Transportation responsible for planning, constructing, and maintaining the state highway system in the Los Angeles and Ventura County area.
  • B. District 5
    District 5 is a regional division of the California Department of Transportation responsible for planning, constructing, and maintaining state highways and transportation infrastructure in its assigned area of California.
  • C. District 2
    District 2 is a regional division of the California Department of Transportation (Caltrans) responsible for planning, building, and maintaining state transportation infrastructure within its designated area.
  • D. District 4
    District 4 is the California Department of Transportation (Caltrans) regional district responsible for planning, constructing, and maintaining the state highway system in the San Francisco Bay Area.
  • E. District 6
    District 6 is a regional division of the California Department of Transportation (Caltrans) responsible for planning, constructing, and maintaining the state highway system in its assigned area of California.
  • 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_69a2e7e5c5bc8190a1dc8178218fba40 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2efa4a6208190a8243a0e14f84f52 completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4746c304881909deb0fdcde69c1c5 completed March 1, 2026, 5:16 p.m.
NEDg Description generation batch_69a474e9064481909290a3322a84bc30 completed March 1, 2026, 5:18 p.m.
NED2 Entity disambiguation (via description) batch_69a4757e51fc8190b65c34cd523b45d1 completed March 1, 2026, 5:21 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.