Triple
T5286740
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David and Lisa |
E119636
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Paul M. Heller
Paul M. Heller was an American film producer known for his work on influential independent and studio films, including the psychological drama "David and Lisa."
|
E527338
|
NE FINISHED |
How this triple was built (4 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: Paul M. Heller | Statement: [David and Lisa, producer, Paul M. Heller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul M. Heller Context triple: [David and Lisa, producer, Paul M. Heller]
-
A.
Wayne Heller
Wayne Heller is an aviation executive best known as the founder of the regional carrier Chautauqua Airlines.
-
B.
H. Peter Stern
H. Peter Stern was an arts patron and cultural leader best known for co-founding and guiding the development of the Storm King Art Center, one of the world’s leading outdoor sculpture parks.
-
C.
Paul Isenberg
Paul Isenberg was a 19th-century German-born businessman and plantation manager in Hawaii who became a prominent figure in the islands’ sugar industry and local politics.
-
D.
Martin J. Hillenbrand
Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
-
E.
Scott J. Horowitz
Scott J. Horowitz is a former NASA astronaut and U.S. Air Force colonel who flew on four Space Shuttle missions in the 1990s and early 2000s.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Paul M. Heller Triple: [David and Lisa, producer, Paul M. Heller]
Generated description
Paul M. Heller was an American film producer known for his work on influential independent and studio films, including the psychological drama "David and Lisa."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul M. Heller Target entity description: Paul M. Heller was an American film producer known for his work on influential independent and studio films, including the psychological drama "David and Lisa."
-
A.
Wayne Heller
Wayne Heller is an aviation executive best known as the founder of the regional carrier Chautauqua Airlines.
-
B.
H. Peter Stern
H. Peter Stern was an arts patron and cultural leader best known for co-founding and guiding the development of the Storm King Art Center, one of the world’s leading outdoor sculpture parks.
-
C.
Paul Isenberg
Paul Isenberg was a 19th-century German-born businessman and plantation manager in Hawaii who became a prominent figure in the islands’ sugar industry and local politics.
-
D.
Martin J. Hillenbrand
Martin J. Hillenbrand was an American career diplomat who held several key Cold War-era posts, including serving as U.S. Ambassador to Hungary and later to the Federal Republic of Germany.
-
E.
Scott J. Horowitz
Scott J. Horowitz is a former NASA astronaut and U.S. Air Force colonel who flew on four Space Shuttle missions in the 1990s and early 2000s.
- F. None of above. chosen
Provenance (5 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_69bd446de5648190b313a90bd96730d2 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd84d9a0788190a4a85a9cab07903f |
completed | March 20, 2026, 5:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfe323ed188190ad52dec581218e07 |
completed | March 22, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69bfe4442f0c8190a5a02d225067125e |
completed | March 22, 2026, 12:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfe4c8991c819090db72e70f383195 |
completed | March 22, 2026, 12:47 p.m. |
Created at: March 20, 2026, 1:52 p.m.