Triple
T3341881
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Less Than Zero |
E70277
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object | Less Than Zero (novel) |
E70277
|
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: Less Than Zero (novel) | Statement: [Less Than Zero, basedOn, Less Than Zero (novel)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Less Than Zero (novel) Context triple: [Less Than Zero, basedOn, Less Than Zero (novel)]
-
A.
Less Than Zero
chosen
Less Than Zero is a 1987 American drama film, loosely based on Bret Easton Ellis’s novel, that follows wealthy Los Angeles teenagers spiraling into drug addiction and moral decay.
-
B.
Down and Out in Beverly Hills
Down and Out in Beverly Hills is a 1986 American comedy film about a wealthy but dysfunctional Beverly Hills family whose lives are upended when they take in a suicidal homeless man.
-
C.
Nil by Mouth
Nil by Mouth is a 1997 British drama film written and directed by Gary Oldman that portrays a brutal, unflinching look at domestic violence and addiction in South London.
-
D.
The Virgin Suicides
The Virgin Suicides is a 1999 atmospheric drama film directed by Sofia Coppola, adapted from Jeffrey Eugenides’ novel about the mysterious lives and deaths of five sheltered sisters in 1970s suburban America.
-
E.
Leaving Las Vegas
Leaving Las Vegas is a 1995 drama film about a self-destructive alcoholic screenwriter who forms a tragic relationship with a Las Vegas sex worker, noted for Nicolas Cage’s Oscar-winning performance.
- 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_69ad85a405e48190b6e68de7cf9f319e |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb1ee711481909c0d921f1b5b8562 |
completed | March 8, 2026, 5:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b31a946ba88190bd40ba7481baf28d |
completed | March 12, 2026, 7:57 p.m. |
Created at: March 8, 2026, 3:12 p.m.