Triple
T18669549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lem Dobbs |
E456434
|
entity |
| Predicate | wroteScreenplayFor |
P15305
|
FINISHED |
| Object | The Hard Way |
—
|
NE NERFINISHED |
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 Hard Way | Statement: [Lem Dobbs, wroteScreenplayFor, The Hard Way]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Hard Way Context triple: [Lem Dobbs, wroteScreenplayFor, The Hard Way]
-
A.
The Hard Way
The Hard Way is a 1940s novel by American writer Daniel Fuchs, known for its gritty, realistic portrayal of urban life and complex characters.
-
B.
The Hard Way
"The Hard Way" is a 1992 country music album by American singer-songwriter Clint Black that continued his early commercial success with a polished, contemporary sound.
-
C.
The Hard Way
chosen
The Hard Way is a 1991 action-comedy film in which James Woods plays a tough New York cop reluctantly partnered with a pampered Hollywood actor, played by Michael J. Fox, who wants to learn how to be a real detective.
-
D.
The Hard Way
The Hard Way is a thriller novel in Lee Child’s Jack Reacher series, featuring the ex-military drifter investigating a high-stakes kidnapping conspiracy.
-
E.
The Hard Way
The Hard Way is a hip-hop album by rapper Goldie Loc, known for its West Coast gangsta rap style and collaborations with fellow Long Beach artists.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8d38f72b4819090a935175d9ca8af |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e556b0502881909ea05f2746163746 |
completed | April 19, 2026, 10:26 p.m. |
Created at: April 10, 2026, 11:48 a.m.