Triple

T255604
Position Surface form Disambiguated ID Type / Status
Subject Oakland E5430 entity
Predicate hasNeighborhood P40 FINISHED
Object Oakland Chinatown
Oakland Chinatown is a historic Asian American neighborhood in Oakland, California, known for its Chinese and broader East Asian communities, markets, restaurants, and cultural institutions.
 E34126 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 Chinatown | Statement: [Oakland, hasNeighborhood, Oakland Chinatown]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oakland Chinatown
Context triple: [Oakland, hasNeighborhood, Oakland Chinatown]
  • A. Nankinmachi Chinatown
    Nankinmachi Chinatown is Kobe’s vibrant Chinese quarter, known for its bustling streets, food stalls, and cultural festivals.
  • B. Chinatown
    Chinatown is a historic San Francisco neighborhood renowned as one of the oldest and largest Chinese communities outside Asia, famous for its vibrant culture, shops, and cuisine.
  • C. Chinatown
    Chinatown is a historic urban neighborhood in Honolulu known for its Chinese cultural heritage, markets, eateries, and vibrant arts scene.
  • D. Chinese Culture Center of San Francisco
    The Chinese Culture Center of San Francisco is a nonprofit arts and cultural organization dedicated to promoting and preserving Chinese and Chinese American culture through exhibitions, performances, and community programs.
  • E. Financial District (San Francisco)
    The Financial District in San Francisco is the city’s primary central business hub, characterized by its dense cluster of skyscrapers, corporate headquarters, and major financial institutions.
  • 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 Chinatown
Triple: [Oakland, hasNeighborhood, Oakland Chinatown]
Generated description
Oakland Chinatown is a historic Asian American neighborhood in Oakland, California, known for its Chinese and broader East Asian communities, markets, restaurants, and cultural institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oakland Chinatown
Target entity description: Oakland Chinatown is a historic Asian American neighborhood in Oakland, California, known for its Chinese and broader East Asian communities, markets, restaurants, and cultural institutions.
  • A. Nankinmachi Chinatown
    Nankinmachi Chinatown is Kobe’s vibrant Chinese quarter, known for its bustling streets, food stalls, and cultural festivals.
  • B. Chinatown
    Chinatown is a historic San Francisco neighborhood renowned as one of the oldest and largest Chinese communities outside Asia, famous for its vibrant culture, shops, and cuisine.
  • C. Chinatown
    Chinatown is a historic urban neighborhood in Honolulu known for its Chinese cultural heritage, markets, eateries, and vibrant arts scene.
  • D. Chinese Culture Center of San Francisco
    The Chinese Culture Center of San Francisco is a nonprofit arts and cultural organization dedicated to promoting and preserving Chinese and Chinese American culture through exhibitions, performances, and community programs.
  • E. Financial District (San Francisco)
    The Financial District in San Francisco is the city’s primary central business hub, characterized by its dense cluster of skyscrapers, corporate headquarters, and major financial institutions.
  • 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_69a2580a64ac8190ad76e34bb0715b5e completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25d5669008190978bbd7308be11f7 completed Feb. 28, 2026, 3:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69a386170dac81909a5ebf631f6037ab completed March 1, 2026, 12:19 a.m.
NEDg Description generation batch_69a386b6ebd88190bf52dc3706abfc39 completed March 1, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69a38764d03c8190a428a8b1cd5eac06 completed March 1, 2026, 12:25 a.m.
Created at: Feb. 28, 2026, 2:55 a.m.