Triple
T6239888
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Some Lessons Learned |
E139572
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Dan Muckala
Dan Muckala is an American songwriter and record producer known for his work across pop and Christian music with artists such as Backstreet Boys, LeAnn Rimes, and MercyMe.
|
E578830
|
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: Dan Muckala | Statement: [Some Lessons Learned, producer, Dan Muckala]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dan Muckala Context triple: [Some Lessons Learned, producer, Dan Muckala]
-
A.
Mike McDaniel
Mike McDaniel is an innovative NFL head coach known for his offensive creativity and leadership of the Miami Dolphins.
-
B.
Will Muschamp
Will Muschamp is an American football coach best known for his stints as a head coach in the SEC and as a longtime defensive coordinator at major college programs.
-
C.
Jim Mora
Jim Mora is an American football coach best known for leading the UCLA Bruins and previously serving as an NFL head coach with the Atlanta Falcons and Seattle Seahawks.
-
D.
Pat Riggin
Pat Riggin is a former Canadian professional ice hockey goaltender who played in the World Hockey Association and the National Hockey League during the late 1970s and 1980s.
-
E.
Lane Kiffin
Lane Kiffin is an American football coach known for his high-powered offensive schemes and headline-grabbing tenures at major college programs and in the NFL.
- 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: Dan Muckala Triple: [Some Lessons Learned, producer, Dan Muckala]
Generated description
Dan Muckala is an American songwriter and record producer known for his work across pop and Christian music with artists such as Backstreet Boys, LeAnn Rimes, and MercyMe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dan Muckala Target entity description: Dan Muckala is an American songwriter and record producer known for his work across pop and Christian music with artists such as Backstreet Boys, LeAnn Rimes, and MercyMe.
-
A.
Mike McDaniel
Mike McDaniel is an innovative NFL head coach known for his offensive creativity and leadership of the Miami Dolphins.
-
B.
Will Muschamp
Will Muschamp is an American football coach best known for his stints as a head coach in the SEC and as a longtime defensive coordinator at major college programs.
-
C.
Jim Mora
Jim Mora is an American football coach best known for leading the UCLA Bruins and previously serving as an NFL head coach with the Atlanta Falcons and Seattle Seahawks.
-
D.
Pat Riggin
Pat Riggin is a former Canadian professional ice hockey goaltender who played in the World Hockey Association and the National Hockey League during the late 1970s and 1980s.
-
E.
Lane Kiffin
Lane Kiffin is an American football coach known for his high-powered offensive schemes and headline-grabbing tenures at major college programs and in the NFL.
- 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_69c008b0e7ac8190808a59573ee646f3 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063067d9c819085a18d9d03939266 |
completed | March 22, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c20e07bff8819091ca881c9b4daaf6 |
completed | March 24, 2026, 4:07 a.m. |
| NEDg | Description generation | batch_69c214aaef308190be1166c1389bf3d3 |
completed | March 24, 2026, 4:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c21508dbec8190b9bb4806a83ecb13 |
completed | March 24, 2026, 4:37 a.m. |
Created at: March 22, 2026, 4:23 p.m.