Triple
T13615607
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Doobie Brothers |
E325301
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Ed Toth
Ed Toth is an American rock drummer best known for his work with Vertical Horizon and later as a longtime drummer for The Doobie Brothers.
|
E1068142
|
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: Ed Toth | Statement: [The Doobie Brothers, member, Ed Toth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ed Toth Context triple: [The Doobie Brothers, member, Ed Toth]
-
A.
Jim Toth
Jim Toth is an American talent agent and film producer best known for his work in Hollywood and his former marriage to actress Reese Witherspoon.
-
B.
Donald Tokowitz
Donald Tokowitz is better known as Donald Sterling, the former owner of the NBA's Los Angeles Clippers who became widely known for a major racism scandal that led to his lifetime ban from the league.
-
C.
Fred Schuler
Fred Schuler is a cinematographer best known for his work on films such as the 1980 comedy "Stir Crazy."
-
D.
Gary Tinterow
Gary Tinterow is an American art historian and museum curator best known for leading the Museum of Fine Arts, Houston and for his scholarship on 19th-century European art.
-
E.
Robert Hohman
Robert Hohman is an American entrepreneur best known as the co-founder and former CEO of Glassdoor, a popular platform for anonymous employee reviews and salary information.
- 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: Ed Toth Triple: [The Doobie Brothers, member, Ed Toth]
Generated description
Ed Toth is an American rock drummer best known for his work with Vertical Horizon and later as a longtime drummer for The Doobie Brothers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ed Toth Target entity description: Ed Toth is an American rock drummer best known for his work with Vertical Horizon and later as a longtime drummer for The Doobie Brothers.
-
A.
Jim Toth
Jim Toth is an American talent agent and film producer best known for his work in Hollywood and his former marriage to actress Reese Witherspoon.
-
B.
Donald Tokowitz
Donald Tokowitz is better known as Donald Sterling, the former owner of the NBA's Los Angeles Clippers who became widely known for a major racism scandal that led to his lifetime ban from the league.
-
C.
Fred Schuler
Fred Schuler is a cinematographer best known for his work on films such as the 1980 comedy "Stir Crazy."
-
D.
Gary Tinterow
Gary Tinterow is an American art historian and museum curator best known for leading the Museum of Fine Arts, Houston and for his scholarship on 19th-century European art.
-
E.
Robert Hohman
Robert Hohman is an American entrepreneur best known as the co-founder and former CEO of Glassdoor, a popular platform for anonymous employee reviews and salary information.
- 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_69d8076aae28819092cf636190ee5529 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb0ad0a7c81909c7972187202db96 |
completed | April 12, 2026, 2:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c6fb2b708190ae6e36bfb93f8bdd |
completed | May 3, 2026, 10:06 p.m. |
| NEDg | Description generation | batch_69f7c93a3d0c8190a6417f0db54119f5 |
completed | May 3, 2026, 10:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c9b2930c8190983f2c55a0dd35f6 |
completed | May 3, 2026, 10:18 p.m. |
Created at: April 9, 2026, 9:50 p.m.