Triple
T8244389
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Graveyard Shift (1990 film) |
E192814
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
John Esposito
John Esposito is an American screenwriter and producer known for his work in horror films and television, including contributions to projects like "Graveyard Shift" and "Masters of Horror."
|
E721792
|
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: John Esposito | Statement: [Graveyard Shift (1990 film), screenwriter, John Esposito]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Esposito Context triple: [Graveyard Shift (1990 film), screenwriter, John Esposito]
-
A.
Abdulfattah Jandali
Abdulfattah Jandali is a Syrian-born immigrant and academic who is best known as the biological father of Apple co-founder Steve Jobs.
-
B.
Michel E. Mawad
Michel E. Mawad is a Lebanese-American physician and academic leader who serves as president of the Lebanese American University.
-
C.
Sam Anas
Sam Anas is an American professional ice hockey forward known for his high-scoring collegiate career at Quinnipiac University and subsequent play in the AHL and European leagues.
-
D.
Rashid Hadee
Rashid Hadee is a hip-hop producer and artist known for his soulful, sample-based sound and collaborations within the underground rap scene.
-
E.
Ahmad S. Dallal
Ahmad S. Dallal is a prominent scholar of Islamic studies and higher education leader known for his academic work and senior administrative roles at major universities in the Middle East and the United States.
- 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: John Esposito Triple: [Graveyard Shift (1990 film), screenwriter, John Esposito]
Generated description
John Esposito is an American screenwriter and producer known for his work in horror films and television, including contributions to projects like "Graveyard Shift" and "Masters of Horror."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Esposito Target entity description: John Esposito is an American screenwriter and producer known for his work in horror films and television, including contributions to projects like "Graveyard Shift" and "Masters of Horror."
-
A.
Abdulfattah Jandali
Abdulfattah Jandali is a Syrian-born immigrant and academic who is best known as the biological father of Apple co-founder Steve Jobs.
-
B.
Michel E. Mawad
Michel E. Mawad is a Lebanese-American physician and academic leader who serves as president of the Lebanese American University.
-
C.
Sam Anas
Sam Anas is an American professional ice hockey forward known for his high-scoring collegiate career at Quinnipiac University and subsequent play in the AHL and European leagues.
-
D.
Rashid Hadee
Rashid Hadee is a hip-hop producer and artist known for his soulful, sample-based sound and collaborations within the underground rap scene.
-
E.
Ahmad S. Dallal
Ahmad S. Dallal is a prominent scholar of Islamic studies and higher education leader known for his academic work and senior administrative roles at major universities in the Middle East and the United States.
- 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_69ca82de7b8c81908d8106f8a53cff9b |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb78711f5081909c2f357334491a07 |
completed | March 31, 2026, 7:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd352b1a288190bd13ef84bef7fa1c |
completed | April 1, 2026, 3:09 p.m. |
| NEDg | Description generation | batch_69cd36ef47e88190ae96ea2459552247 |
completed | April 1, 2026, 3:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd4edfda788190a29f5d9a7a61f6ed |
completed | April 1, 2026, 4:59 p.m. |
Created at: March 30, 2026, 5:47 p.m.