Triple
T4324561
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | In the Now |
E96605
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
John Merchant
John Merchant is a music producer known for his work on the project "In the Now."
|
E431888
|
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: John Merchant | Statement: [In the Now, producer, John Merchant]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Merchant Context triple: [In the Now, producer, John Merchant]
-
A.
George Nathan
George Nathan was a British military officer best known for serving as a commander in the International Brigades during the Spanish Civil War.
-
B.
Marvin Worth
Marvin Worth was an American film and television producer and screenwriter best known for biographical projects such as the Muhammad Ali film "The Greatest" and the Lenny Bruce biopic "Lenny."
-
C.
George Mills
George Mills was a civil rights activist best known as one of the founders of the Congress of Racial Equality (CORE), a pioneering organization in the U.S. civil rights movement.
-
D.
William Tepper
William Tepper was an American actor and screenwriter best known for his lead role in Jack Nicholson’s 1971 directorial debut film "Drive, He Said."
-
E.
Donald Goldsmith
Donald Goldsmith is an American astronomer, science writer, and popularizer of cosmology known for making complex astrophysical concepts accessible to general audiences.
- 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: John Merchant Triple: [In the Now, producer, John Merchant]
Generated description
John Merchant is a music producer known for his work on the project "In the Now."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Merchant Target entity description: John Merchant is a music producer known for his work on the project "In the Now."
-
A.
George Nathan
George Nathan was a British military officer best known for serving as a commander in the International Brigades during the Spanish Civil War.
-
B.
Marvin Worth
Marvin Worth was an American film and television producer and screenwriter best known for biographical projects such as the Muhammad Ali film "The Greatest" and the Lenny Bruce biopic "Lenny."
-
C.
George Mills
George Mills was a civil rights activist best known as one of the founders of the Congress of Racial Equality (CORE), a pioneering organization in the U.S. civil rights movement.
-
D.
William Tepper
William Tepper was an American actor and screenwriter best known for his lead role in Jack Nicholson’s 1971 directorial debut film "Drive, He Said."
-
E.
Donald Goldsmith
Donald Goldsmith is an American astronomer, science writer, and popularizer of cosmology known for making complex astrophysical concepts accessible to general audiences.
- 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3512ec18481908a7b5c29b3902b53 |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d094f5fc819083eddc234f46f6a1 |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d10a20248190b3214509cb637ff4 |
completed | March 14, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d4f08ac4819097e71276be11403d |
completed | March 14, 2026, 9:36 p.m. |
Created at: March 12, 2026, 11:13 p.m.