Triple
T14630838
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PCU |
E343473
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Adam Leff
Adam Leff is an American television and film writer-producer best known for co-writing the movie "PCU" and working on various comedy projects.
|
E1124824
|
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: Adam Leff | Statement: [PCU, producer, Adam Leff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Adam Leff Context triple: [PCU, producer, Adam Leff]
-
A.
Adam Leff
Adam Leff is an American screenwriter best known for co-writing the action-comedy film "Last Action Hero."
-
B.
Adam Leavitt
Adam Leavitt is the central protagonist of the film "The Kingdom," an FBI agent drawn into a high-stakes terrorism investigation in Saudi Arabia.
-
C.
Matthew Weisman
Matthew Weisman is a screenwriter best known for co-writing the 1985 action film "Commando" starring Arnold Schwarzenegger.
-
D.
Justin Furstenfeld
Justin Furstenfeld is an American singer, songwriter, and guitarist best known as the lead vocalist and primary lyricist of the rock band Blue October.
-
E.
Alex Blatt
Alex Blatt is a film editor best known for editing the critically acclaimed drama "The Hate U Give."
- 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: Adam Leff Triple: [PCU, producer, Adam Leff]
Generated description
Adam Leff is an American television and film writer-producer best known for co-writing the movie "PCU" and working on various comedy projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Adam Leff Target entity description: Adam Leff is an American television and film writer-producer best known for co-writing the movie "PCU" and working on various comedy projects.
-
A.
Adam Leff
Adam Leff is an American screenwriter best known for co-writing the action-comedy film "Last Action Hero."
-
B.
Adam Leavitt
Adam Leavitt is the central protagonist of the film "The Kingdom," an FBI agent drawn into a high-stakes terrorism investigation in Saudi Arabia.
-
C.
Matthew Weisman
Matthew Weisman is a screenwriter best known for co-writing the 1985 action film "Commando" starring Arnold Schwarzenegger.
-
D.
Justin Furstenfeld
Justin Furstenfeld is an American singer, songwriter, and guitarist best known as the lead vocalist and primary lyricist of the rock band Blue October.
-
E.
Alex Blatt
Alex Blatt is a film editor best known for editing the critically acclaimed drama "The Hate U Give."
- 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_69d822dffc3c8190aa173b90761bffda |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb4a912248190a3df7f821395c776 |
completed | April 14, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe6b40633481909882645f73d3e2c6 |
completed | May 8, 2026, 11:01 p.m. |
| NEDg | Description generation | batch_69fe6c8d134c8190a2d9b85f0b9aadd8 |
completed | May 8, 2026, 11:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6dc30ee48190824b137237bd6312 |
completed | May 8, 2026, 11:12 p.m. |
Created at: April 10, 2026, 1:26 a.m.