Triple

T13266979
Position Surface form Disambiguated ID Type / Status
Subject Dirichlet process models E315947 entity
Predicate hasRepresentation P103 FINISHED
Object Chinese restaurant process
The Chinese restaurant process is a stochastic process used in Bayesian nonparametrics to generate random partitions of data with an unbounded number of clusters, often serving as an intuitive metaphor for how customers (data points) choose tables (clusters).
E1031255 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: Chinese restaurant process | Statement: [Dirichlet process models, hasRepresentation, Chinese restaurant process]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chinese restaurant process
Context triple: [Dirichlet process models, hasRepresentation, Chinese restaurant process]
  • A. The Chinese Restaurant
    "The Chinese Restaurant" is a celebrated episode of the sitcom *Seinfeld* that exemplifies the show's "show about nothing" style by focusing entirely on the characters waiting for a table at a Chinese restaurant.
  • B. Sichuan hot pot
    Sichuan hot pot is a famously spicy and numbing Chinese hot pot style from Sichuan province, known for its chili- and Sichuan peppercorn–laden broth and communal, cook-at-the-table dining.
  • C. Chongqing hot pot
    Chongqing hot pot is a famously spicy, numbing Chinese hot pot style known for its rich, chili- and Sichuan peppercorn–laden broth and communal dining experience.
  • D. Nine Dragons Restaurant
    Nine Dragons Restaurant is a table-service dining venue in EPCOT’s China Pavilion at Walt Disney World, known for its Chinese cuisine and themed decor.
  • E. Chinese House
    The Chinese House is an 18th-century Rococo garden pavilion in chinoiserie style located in Sanssouci Park in Potsdam, Germany.
  • 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: Chinese restaurant process
Triple: [Dirichlet process models, hasRepresentation, Chinese restaurant process]
Generated description
The Chinese restaurant process is a stochastic process used in Bayesian nonparametrics to generate random partitions of data with an unbounded number of clusters, often serving as an intuitive metaphor for how customers (data points) choose tables (clusters).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chinese restaurant process
Target entity description: The Chinese restaurant process is a stochastic process used in Bayesian nonparametrics to generate random partitions of data with an unbounded number of clusters, often serving as an intuitive metaphor for how customers (data points) choose tables (clusters).
  • A. The Chinese Restaurant
    "The Chinese Restaurant" is a celebrated episode of the sitcom *Seinfeld* that exemplifies the show's "show about nothing" style by focusing entirely on the characters waiting for a table at a Chinese restaurant.
  • B. Sichuan hot pot
    Sichuan hot pot is a famously spicy and numbing Chinese hot pot style from Sichuan province, known for its chili- and Sichuan peppercorn–laden broth and communal, cook-at-the-table dining.
  • C. Chongqing hot pot
    Chongqing hot pot is a famously spicy, numbing Chinese hot pot style known for its rich, chili- and Sichuan peppercorn–laden broth and communal dining experience.
  • D. Nine Dragons Restaurant
    Nine Dragons Restaurant is a table-service dining venue in EPCOT’s China Pavilion at Walt Disney World, known for its Chinese cuisine and themed decor.
  • E. Chinese House
    The Chinese House is an 18th-century Rococo garden pavilion in chinoiserie style located in Sanssouci Park in Potsdam, Germany.
  • 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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9901e44bc8190966f87ae219d6bf4 completed April 11, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a4cc20881909b1ca6623e5b1988 completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70bc5111c8190ae5b098c806bb845 completed May 3, 2026, 8:48 a.m.
NED2 Entity disambiguation (via description) batch_69f70ca343f08190b6484f464ed40810 completed May 3, 2026, 8:51 a.m.
Created at: April 9, 2026, 9:25 p.m.