Triple
T15398454
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hot Sugar |
E368241
|
entity |
| Predicate | documentaryDirector |
P46692
|
FINISHED |
| Object |
Adam Bhala Lough
Adam Bhala Lough is an American filmmaker known for his documentaries and narrative films that often explore music, youth culture, and subcultures.
|
E1154109
|
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 Bhala Lough | Statement: [Hot Sugar, documentaryDirector, Adam Bhala Lough]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Adam Bhala Lough Context triple: [Hot Sugar, documentaryDirector, Adam Bhala Lough]
-
A.
Michael Kube-McDowell
Michael Kube-McDowell is an American science fiction author known for his novels, short stories, and contributions to major franchises such as Star Wars.
-
B.
Jeremy Bobb
Jeremy Bobb is an American actor known for his character roles in film and television, including appearances in series like "The Knick," "Russian Doll," and "The Outsider."
-
C.
Darren Gilshenan
Darren Gilshenan is an Australian actor and comedian known for his work in television, film, and theatre, particularly in character and comic roles.
-
D.
Shayne Coleman
Shayne Coleman is a child actor best known for his role in the drama film "I Smile Back."
-
E.
Liam Dunaway O’Neill
Liam Dunaway O’Neill is the son of acclaimed American actress Faye Dunaway and photographer Terry O’Neill.
- 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 Bhala Lough Triple: [Hot Sugar, documentaryDirector, Adam Bhala Lough]
Generated description
Adam Bhala Lough is an American filmmaker known for his documentaries and narrative films that often explore music, youth culture, and subcultures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Adam Bhala Lough Target entity description: Adam Bhala Lough is an American filmmaker known for his documentaries and narrative films that often explore music, youth culture, and subcultures.
-
A.
Michael Kube-McDowell
Michael Kube-McDowell is an American science fiction author known for his novels, short stories, and contributions to major franchises such as Star Wars.
-
B.
Jeremy Bobb
Jeremy Bobb is an American actor known for his character roles in film and television, including appearances in series like "The Knick," "Russian Doll," and "The Outsider."
-
C.
Darren Gilshenan
Darren Gilshenan is an Australian actor and comedian known for his work in television, film, and theatre, particularly in character and comic roles.
-
D.
Shayne Coleman
Shayne Coleman is a child actor best known for his role in the drama film "I Smile Back."
-
E.
Liam Dunaway O’Neill
Liam Dunaway O’Neill is the son of acclaimed American actress Faye Dunaway and photographer Terry O’Neill.
- 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_69d85a16c68c819099c1b547fbc87b32 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e8c5d40819086622b70edcb6294 |
completed | April 16, 2026, 1:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff13542c908190abf765b0530c76ce |
completed | May 9, 2026, 10:58 a.m. |
| NEDg | Description generation | batch_69ff14042ce8819084817836b096f175 |
completed | May 9, 2026, 11:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff14745a8c81909b10d6b21b88b50b |
completed | May 9, 2026, 11:03 a.m. |
Created at: April 10, 2026, 3:19 a.m.