Triple
T10597712
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herzberg |
E250159
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Gary Herzberg
Gary Herzberg, better known as DJ Fresh, is a prominent South African radio personality, DJ, and music producer recognized for his influential role in the country’s contemporary broadcasting and club music scenes.
|
E933016
|
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: Gary Herzberg | Statement: [Herzberg, hasNotableBearer, Gary Herzberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gary Herzberg Context triple: [Herzberg, hasNotableBearer, Gary Herzberg]
-
A.
Gary Glasberg
Gary Glasberg was an American television writer and producer best known for his work on crime dramas, including serving as showrunner on the long-running series NCIS.
-
B.
Gary Feldman
Gary Feldman is an American experimental physicist known for his work in particle physics and neutrino research.
-
C.
Ali Weinberg
Ali Weinberg is an American journalist and television news producer known for her work covering politics for major U.S. news networks.
-
D.
Martin Goldstein
Martin Goldstein, nicknamed "Buggsy," was an American mobster and hitman associated with Murder, Inc. during the 1930s and 1940s.
-
E.
Dan Gershon
Dan Gershon is known as the brother of American actress Gina Gershon.
- 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: Gary Herzberg Triple: [Herzberg, hasNotableBearer, Gary Herzberg]
Generated description
Gary Herzberg, better known as DJ Fresh, is a prominent South African radio personality, DJ, and music producer recognized for his influential role in the country’s contemporary broadcasting and club music scenes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gary Herzberg Target entity description: Gary Herzberg, better known as DJ Fresh, is a prominent South African radio personality, DJ, and music producer recognized for his influential role in the country’s contemporary broadcasting and club music scenes.
-
A.
Gary Glasberg
Gary Glasberg was an American television writer and producer best known for his work on crime dramas, including serving as showrunner on the long-running series NCIS.
-
B.
Gary Feldman
Gary Feldman is an American experimental physicist known for his work in particle physics and neutrino research.
-
C.
Ali Weinberg
Ali Weinberg is an American journalist and television news producer known for her work covering politics for major U.S. news networks.
-
D.
Martin Goldstein
Martin Goldstein, nicknamed "Buggsy," was an American mobster and hitman associated with Murder, Inc. during the 1930s and 1940s.
-
E.
Dan Gershon
Dan Gershon is known as the brother of American actress Gina Gershon.
- 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_69d381c9d3d48190a29ee491e1696a0e |
completed | April 6, 2026, 9:50 a.m. |
| NER | Named-entity recognition | batch_69d5278e5d5481908f4e19c52bd80327 |
completed | April 7, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e6e6968aec8190a9d1e51ac7e87853 |
completed | April 21, 2026, 2:53 a.m. |
| NEDg | Description generation | batch_69e6ec59994c8190b1de0bec84324fa1 |
completed | April 21, 2026, 3:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6f8ec88e88190bfa21c2d06d67bd8 |
completed | April 21, 2026, 4:11 a.m. |
Created at: April 6, 2026, 12:41 p.m.