Triple
T23513161
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ari Marcopoulos |
E572483
|
entity |
| Predicate | hasPublication |
P80
|
FINISHED |
| Object | Flow |
—
|
NE NERFINISHED |
How this triple was built (3 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: Flow | Statement: [Ari Marcopoulos, hasPublication, Flow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Flow Context triple: [Ari Marcopoulos, hasPublication, Flow]
-
A.
Flow
Flow is a contemporary art exhibition curated by influential American curator Thelma Golden, known for exploring innovative themes and diverse artistic voices.
-
B.
Flow
Flow is a Caribbean telecommunications brand providing broadband, mobile, and cable TV services across multiple islands.
-
C.
Flow
Flow is a musical group associated with American rock guitarist Don Felder, known for blending rock influences with melodic, guitar-driven compositions.
-
D.
Flow
Flow is a Japanese pop and rock band known for energetic anime and film theme songs, including contributions to the soundtrack of "Rise of an Empire."
-
E.
Flow
Flow is a real estate startup focused on reinventing the residential rental experience, founded by WeWork co-founder Adam Neumann.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Flow Target entity description: Flow is a photography book by Ari Marcopoulos that captures intimate, documentary-style images reflecting contemporary culture and everyday life.
-
A.
Flow
Flow is a contemporary art exhibition curated by influential American curator Thelma Golden, known for exploring innovative themes and diverse artistic voices.
-
B.
Flow
Flow is an open-source project developed by Meta that provides a static type checker for JavaScript to improve code reliability and developer productivity.
-
C.
Flow
Flow is a real estate startup focused on reinventing the residential rental experience, founded by WeWork co-founder Adam Neumann.
-
D.
Flow
Flow is a musical group associated with American rock guitarist Don Felder, known for blending rock influences with melodic, guitar-driven compositions.
-
E.
Flow
Flow is a Caribbean telecommunications brand providing broadband, mobile, and cable TV services across multiple islands.
- F. None of above. chosen
Provenance (2 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_69e245b5e4208190bac8a6509867e394 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1aa80174c819088c9c19fdcf2a133 |
completed | April 29, 2026, 6:51 a.m. |
Created at: April 17, 2026, 6:08 p.m.