Triple
T3068221
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Random Hearts |
E62156
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Kurt Luedtke |
E226078
|
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: Kurt Luedtke | Statement: [Random Hearts, screenwriter, Kurt Luedtke]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kurt Luedtke Context triple: [Random Hearts, screenwriter, Kurt Luedtke]
-
A.
Kurt Luedtke
chosen
Kurt Luedtke was an American screenwriter and former journalist best known for his Academy Award–winning screenplay for the film "Out of Africa."
-
B.
Scott Kroopf
Scott Kroopf is an American film producer known for his work on numerous Hollywood features, including the science-fiction adventure film "Zathura: A Space Adventure."
-
C.
Dan Knechtges
Dan Knechtges is an American director and choreographer known for his work on numerous Broadway and Off-Broadway musicals.
-
D.
James Kuffner
James Kuffner is an American roboticist and computer scientist known for his pioneering work in motion planning and for leadership roles at Google and Toyota in robotics and autonomous systems.
-
E.
Christopher Eckhardt
Christopher Eckhardt was one of the students who challenged school authorities in the landmark U.S. Supreme Court case Tinker v. Des Moines, which established important First Amendment protections for student speech.
- 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_69ad85793e5c8190a358049bc4a98d8c |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada0ffcc208190962cc9edcbf43c31 |
completed | March 8, 2026, 4:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1ef1972e08190942a068c0c563e52 |
completed | March 11, 2026, 10:39 p.m. |
Created at: March 8, 2026, 3:02 p.m.