Triple
T14553477
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lowborn |
E341477
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Aaron Marsh
Aaron Marsh is an American musician and record producer best known as the frontman of the indie rock band Copeland and for his work across various alternative and indie projects.
|
E1106267
|
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: Aaron Marsh | Statement: [Lowborn, producer, Aaron Marsh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aaron Marsh Context triple: [Lowborn, producer, Aaron Marsh]
-
A.
Alex Hawkins
Alex Hawkins was an American football player and broadcaster who served as a television announcer for the 1974 World Bowl.
-
B.
Alex Datcher
Alex Datcher is an American actress best known for her role as a flight attendant alongside Wesley Snipes in the 1992 action film "Passenger 57."
-
C.
Alan Marshall
Alan Marshall is a British film producer known for his work on notable movies including the musical gangster film "Bugsy Malone."
-
D.
Michael Palmer
Michael Palmer is an American poet known for his innovative, linguistically experimental work often associated with the Language poetry movement.
-
E.
Michael Palmer
Michael Palmer is a former Singaporean politician who served as Speaker of Parliament before resigning from politics in 2012.
- 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: Aaron Marsh Triple: [Lowborn, producer, Aaron Marsh]
Generated description
Aaron Marsh is an American musician and record producer best known as the frontman of the indie rock band Copeland and for his work across various alternative and indie projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aaron Marsh Target entity description: Aaron Marsh is an American musician and record producer best known as the frontman of the indie rock band Copeland and for his work across various alternative and indie projects.
-
A.
Alex Hawkins
Alex Hawkins was an American football player and broadcaster who served as a television announcer for the 1974 World Bowl.
-
B.
Alex Datcher
Alex Datcher is an American actress best known for her role as a flight attendant alongside Wesley Snipes in the 1992 action film "Passenger 57."
-
C.
Alan Marshall
Alan Marshall is a British film producer known for his work on notable movies including the musical gangster film "Bugsy Malone."
-
D.
Michael Palmer
Michael Palmer is an American poet known for his innovative, linguistically experimental work often associated with the Language poetry movement.
-
E.
Michael Palmer
Michael Palmer is a former Singaporean politician who served as Speaker of Parliament before resigning from politics in 2012.
- 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_69d822db9c8481908213ceb39585f792 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb2f00cec8190a7b6482d18b9a216 |
completed | April 14, 2026, 9:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ab9a5ac81908779a3c8701353fa |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8be7d8988190807d4db477b91de0 |
completed | May 8, 2026, 7:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8d4f2e848190a3c4c423c0ffed50 |
completed | May 8, 2026, 7:14 a.m. |
Created at: April 10, 2026, 1:23 a.m.