Triple

T451570
Position Surface form Disambiguated ID Type / Status
Subject Starbucks E7139 entity
Predicate hasEthicalProgram P10803 FINISHED
Object C.A.F.E. Practices
C.A.F.E. Practices is Starbucks’ coffee sourcing program that sets social, environmental, and economic standards to promote ethical and sustainable coffee production.
E56676 NE FINISHED

How this triple was built (5 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: C.A.F.E. Practices | Statement: [Starbucks, hasEthicalProgram, C.A.F.E. Practices]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: C.A.F.E. Practices
Context triple: [Starbucks, hasEthicalProgram, C.A.F.E. Practices]
  • A. On Practice
    "On Practice" is a philosophical essay by Mao Zedong that expounds a Marxist theory of knowledge, emphasizing the primacy of practical experience in the formation and testing of ideas.
  • B. COFHE
    COFHE is a consortium of highly selective private colleges and universities in the United States that collaborates on issues of financial aid, admissions, and institutional research.
  • C. ECAFE
    ECAFE is the former name (Economic Commission for Asia and the Far East) of the United Nations regional body now known as the Economic and Social Commission for Asia and the Pacific (ESCAP), which promotes economic and social development in the Asia-Pacific region.
  • D. CAF
    CAF is the Confederation of African Football, the governing body for association football in Africa and one of FIFA’s six continental confederations.
  • E. CAF
    CAF is the commonly used acronym for the Canadian Armed Forces, the unified military organization responsible for defending Canada and supporting international peace and security operations.
  • 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: C.A.F.E. Practices
Triple: [Starbucks, hasEthicalProgram, C.A.F.E. Practices]
Generated description
C.A.F.E. Practices is Starbucks’ coffee sourcing program that sets social, environmental, and economic standards to promote ethical and sustainable coffee production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: C.A.F.E. Practices
Target entity description: C.A.F.E. Practices is Starbucks’ coffee sourcing program that sets social, environmental, and economic standards to promote ethical and sustainable coffee production.
  • A. On Practice
    "On Practice" is a philosophical essay by Mao Zedong that expounds a Marxist theory of knowledge, emphasizing the primacy of practical experience in the formation and testing of ideas.
  • B. COFHE
    COFHE is a consortium of highly selective private colleges and universities in the United States that collaborates on issues of financial aid, admissions, and institutional research.
  • C. ECAFE
    ECAFE is the former name (Economic Commission for Asia and the Far East) of the United Nations regional body now known as the Economic and Social Commission for Asia and the Pacific (ESCAP), which promotes economic and social development in the Asia-Pacific region.
  • D. CAF
    CAF is the Confederation of African Football, the governing body for association football in Africa and one of FIFA’s six continental confederations.
  • E. CAF
    CAF is the commonly used acronym for the Canadian Armed Forces, the unified military organization responsible for defending Canada and supporting international peace and security operations.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasEthicalProgram
Context triple: [Starbucks, hasEthicalProgram, C.A.F.E. Practices]
  • A. hasEthicalAssessment
    Indicates that an entity has been evaluated according to ethical criteria or standards.
  • B. hasEthicalRole
    Indicates that an entity holds a position, function, or responsibility defined in terms of ethical duties, norms, or moral obligations in relation to another entity or context.
  • C. hasEthicsDocument chosen
    Indicates that an entity possesses or is associated with a formal document outlining ethical principles, guidelines, or policies.
  • D. hasEthicalTeaching
    Indicates that one entity provides, promotes, or embodies instruction or guidance related to ethical principles, values, or moral conduct for another entity.
  • E. hasVolunteerProgram
    Indicates that an organization or entity offers an organized program through which individuals can volunteer their time or services.
  • F. None of above.

Provenance (6 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_69a2e7e4676c81909ea0dbdecac0687c completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ef835ae881908884dcc3a46af951 completed Feb. 28, 2026, 1:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44801b3f88190b8bd4b4739c3e783 completed March 1, 2026, 2:06 p.m.
NEDg Description generation batch_69a448c647a48190bd1212b96992b7c6 completed March 1, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_69a4497c4e8c8190b6cfe8ac2f3a8335 completed March 1, 2026, 2:13 p.m.
PD Predicate disambiguation batch_69a2ede3187c8190a7ced078f0ec3476 completed Feb. 28, 2026, 1:30 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.