Triple
T8441881
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Walter Hill |
E199367
|
entity |
| Predicate | directed |
P7373
|
FINISHED |
| Object | Hard Times |
E734408
|
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: Hard Times | Statement: [Walter Hill, directed, Hard Times]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hard Times Context triple: [Walter Hill, directed, Hard Times]
-
A.
Hard Times
Hard Times is a social and industrial novel by Charles Dickens that critiques utilitarianism and the dehumanizing effects of Victorian-era factory life in the fictional Coketown.
-
B.
Hard Times
"Hard Times" is a 2017 new wave–inspired pop-rock single by American band Paramore, known for its bright, upbeat sound paired with lyrics about emotional struggle and resilience.
-
C.
Hard Times
chosen
Hard Times is a 1975 American period boxing drama film directed by Walter Hill and starring Charles Bronson as a bare-knuckle fighter in Depression-era New Orleans.
-
D.
Little Dorrit
Little Dorrit is a novel by Charles Dickens that critiques Victorian society and the debtors' prison system through the life of its impoverished heroine, Amy Dorrit.
-
E.
The Schoolmaster
The Schoolmaster is a sketch or story within Washington Irving's collection "Bracebridge Hall," portraying a modest, dedicated village teacher with gentle humor and sentiment.
- 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_69ca8314cd6c8190a6b8c2a1096e18f3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe30fba4081908bfdef3faf5baceb |
completed | March 31, 2026, 3:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce39a951c881909cfa0a35feeb2ee0 |
completed | April 2, 2026, 9:40 a.m. |
Created at: March 30, 2026, 6:08 p.m.