Triple
T14553478
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lowborn |
E341477
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Copeland member Aaron Marsh
Aaron Marsh is an American musician and record producer best known as the frontman of the indie rock band Copeland.
|
E1106268
|
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: Copeland member Aaron Marsh | Statement: [Lowborn, producer, Copeland member Aaron Marsh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Copeland member Aaron Marsh Context triple: [Lowborn, producer, Copeland member Aaron Marsh]
-
A.
Al Copeland
Al Copeland was an American restaurateur and entrepreneur best known as the flamboyant founder of the Popeyes fried chicken restaurant chain.
-
B.
Ian Copeland
Ian Copeland was a prominent American music promoter and talent agent who helped launch the careers of numerous new wave and alternative rock bands in the late 20th century.
-
C.
Mem Copeland
Mem Copeland is a central female character in Alice Walker’s novel "The Third Life of Grange Copeland," whose experiences reflect the struggles and resilience of Black women in the rural American South.
-
D.
Andy Campbell
Andy Campbell is an individual known primarily in relation to Ron Strickland, likely as a figure involved in outdoor, hiking, or trail-related endeavors connected to Strickland’s work.
-
E.
Andy Campbell
Andy Campbell is the mild-mannered high school English teacher protagonist of the comedy film "Fist Fight," who gets reluctantly drawn into a showdown with a tougher colleague.
- 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: Copeland member Aaron Marsh Triple: [Lowborn, producer, Copeland member Aaron Marsh]
Generated description
Aaron Marsh is an American musician and record producer best known as the frontman of the indie rock band Copeland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Copeland member 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.
-
A.
Al Copeland
Al Copeland was an American restaurateur and entrepreneur best known as the flamboyant founder of the Popeyes fried chicken restaurant chain.
-
B.
Ian Copeland
Ian Copeland was a prominent American music promoter and talent agent who helped launch the careers of numerous new wave and alternative rock bands in the late 20th century.
-
C.
Mem Copeland
Mem Copeland is a central female character in Alice Walker’s novel "The Third Life of Grange Copeland," whose experiences reflect the struggles and resilience of Black women in the rural American South.
-
D.
Andy Campbell
Andy Campbell is an individual known primarily in relation to Ron Strickland, likely as a figure involved in outdoor, hiking, or trail-related endeavors connected to Strickland’s work.
-
E.
Andy Campbell
Andy Campbell is the mild-mannered high school English teacher protagonist of the comedy film "Fist Fight," who gets reluctantly drawn into a showdown with a tougher colleague.
- 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.