Triple
T11985629
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Hiroyuki Liao |
E285269
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | The Dropout |
E103966
|
NE FINISHED |
How this triple was built (2 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: The Dropout | Statement: [James Hiroyuki Liao, notableWork, The Dropout]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Dropout Context triple: [James Hiroyuki Liao, notableWork, The Dropout]
-
A.
The Dropout
chosen
The Dropout is a Hulu limited series dramatizing the rise and fall of Theranos founder Elizabeth Holmes and the biotech fraud scandal surrounding her company.
-
B.
The Drop
The Drop is a crime drama novel by Dennis Lehane that follows a lonely bartender entangled in a dangerous scheme involving mob money, a stray dog, and a mysterious woman in working-class Brooklyn.
-
C.
The Drop
The Drop is a crime novel by Michael Connelly featuring LAPD detective Harry Bosch as he investigates two seemingly unrelated cases involving a cold-case DNA hit and political corruption.
-
D.
Mr. Five Percent
Mr. Five Percent is the nickname of Calouste Gulbenkian, an influential Armenian-British oil magnate and philanthropist who played a key role in shaping the early global petroleum industry.
-
E.
No Sleep till Brooklyn
"No Sleep till Brooklyn" is a 1987 rap-rock anthem by the Beastie Boys, celebrated for its hard-hitting guitar riff, humorous lyrics, and iconic status in both hip hop and rock culture.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab44a77c8190a652f4b27164e4ef |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903acbb9081908fe7f8360057785c |
completed | April 10, 2026, 2:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f47237c23081909044388ff5dc73b3 |
completed | May 1, 2026, 9:28 a.m. |
Created at: April 8, 2026, 9:46 p.m.