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.