Triple

T15475448
Position Surface form Disambiguated ID Type / Status
Subject Oakland Embarcadero roadway E376770 entity
Predicate partOfTransportationNetwork P8428 FINISHED
Object Oakland street network
The Oakland street network is the interconnected system of roads, streets, and thoroughfares that supports vehicular, transit, cycling, and pedestrian movement throughout the city of Oakland, California.
 E1159298 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: Oakland street network | Statement: [Oakland Embarcadero roadway, partOfTransportationNetwork, Oakland street network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oakland street network
Context triple: [Oakland Embarcadero roadway, partOfTransportationNetwork, Oakland street network]
  • A. San Francisco street network
    The San Francisco street network is the interconnected system of roads, avenues, and highways that structure transportation and urban movement throughout the city of San Francisco.
  • B. Portland street network
    The Portland street network is the interconnected system of roads, avenues, and transit corridors that structure transportation and urban movement throughout Portland, Oregon.
  • C. Los Angeles street network
    The Los Angeles street network is the extensive, car-oriented system of roads, freeways, and neighborhood streets that structures transportation and urban form across the Los Angeles metropolitan area.
  • D. Portland downtown street network
    The Portland downtown street network is the interconnected grid of roads, lanes, and pedestrian routes that forms the core circulation system of Portland, Maine’s central business and waterfront district.
  • E. Philadelphia street network
    The Philadelphia street network is the interconnected system of roads, avenues, and thoroughfares that structure transportation and urban layout across the city of Philadelphia and its surrounding areas.
  • 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: Oakland street network
Triple: [Oakland Embarcadero roadway, partOfTransportationNetwork, Oakland street network]
Generated description
The Oakland street network is the interconnected system of roads, streets, and thoroughfares that supports vehicular, transit, cycling, and pedestrian movement throughout the city of Oakland, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oakland street network
Target entity description: The Oakland street network is the interconnected system of roads, streets, and thoroughfares that supports vehicular, transit, cycling, and pedestrian movement throughout the city of Oakland, California.
  • A. San Francisco street network
    The San Francisco street network is the interconnected system of roads, avenues, and highways that structure transportation and urban movement throughout the city of San Francisco.
  • B. Portland street network
    The Portland street network is the interconnected system of roads, avenues, and transit corridors that structure transportation and urban movement throughout Portland, Oregon.
  • C. Los Angeles street network
    The Los Angeles street network is the extensive, car-oriented system of roads, freeways, and neighborhood streets that structures transportation and urban form across the Los Angeles metropolitan area.
  • D. Portland downtown street network
    The Portland downtown street network is the interconnected grid of roads, lanes, and pedestrian routes that forms the core circulation system of Portland, Maine’s central business and waterfront district.
  • E. Philadelphia street network
    The Philadelphia street network is the interconnected system of roads, avenues, and thoroughfares that structure transportation and urban layout across the city of Philadelphia and its surrounding areas.
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f6e859481909c3d08343b7ad27c completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2d093ccc8190aefc355a837c83f4 completed May 9, 2026, 12:48 p.m.
NEDg Description generation batch_69ff3015ee2c8190ad2c28cd2850d903 completed May 9, 2026, 1:01 p.m.
NED2 Entity disambiguation (via description) batch_69ff30ed9a5481909cefad0ef877a2e9 completed May 9, 2026, 1:04 p.m.
Created at: April 10, 2026, 3:34 a.m.