Triple
T10994273
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goo Goo Dolls |
E259822
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Robby Takac
Robby Takac is an American bassist, vocalist, and co-founder of the rock band Goo Goo Dolls.
|
E899979
|
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: Robby Takac | Statement: [Goo Goo Dolls, member, Robby Takac]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robby Takac Context triple: [Goo Goo Dolls, member, Robby Takac]
-
A.
Michael Blaha
Michael Blaha is a computer scientist and software engineer known for his pioneering work in object-oriented modeling and database design, including co-developing the Object Modeling Technique (OMT).
-
B.
John Sikela
John Sikela was a Golden Age comic book artist best known for his work on early Superman stories for DC Comics.
-
C.
Bobby Krlic
Bobby Krlic, also known by his stage name The Haxan Cloak, is a British composer, producer, and musician recognized for his dark, experimental sound design and acclaimed film and television scores.
-
D.
Fred Tatasciore
Fred Tatasciore is an American voice actor known for his deep, powerful vocal performances in numerous animated series, films, and video games, often portraying larger-than-life or monstrous characters.
-
E.
Tony Obrohta
Tony Obrohta is a musician best known as a member of the Chicago music scene.
- 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: Robby Takac Triple: [Goo Goo Dolls, member, Robby Takac]
Generated description
Robby Takac is an American bassist, vocalist, and co-founder of the rock band Goo Goo Dolls.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robby Takac Target entity description: Robby Takac is an American bassist, vocalist, and co-founder of the rock band Goo Goo Dolls.
-
A.
Michael Blaha
Michael Blaha is a computer scientist and software engineer known for his pioneering work in object-oriented modeling and database design, including co-developing the Object Modeling Technique (OMT).
-
B.
John Sikela
John Sikela was a Golden Age comic book artist best known for his work on early Superman stories for DC Comics.
-
C.
Bobby Krlic
Bobby Krlic, also known by his stage name The Haxan Cloak, is a British composer, producer, and musician recognized for his dark, experimental sound design and acclaimed film and television scores.
-
D.
Fred Tatasciore
Fred Tatasciore is an American voice actor known for his deep, powerful vocal performances in numerous animated series, films, and video games, often portraying larger-than-life or monstrous characters.
-
E.
Tony Obrohta
Tony Obrohta is a musician best known as a member of the Chicago music scene.
- 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_69d6aa8a6a548190a750f944ccdc8064 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d795d460d88190bff918d6dfdb0f93 |
completed | April 9, 2026, 12:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e374762c748190a8c83f3d6fa7b1d3 |
completed | April 18, 2026, 12:09 p.m. |
| NEDg | Description generation | batch_69e37ab6ca788190ac41f9494ad9a47f |
completed | April 18, 2026, 12:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e37c9439fc8190a69cfb1a13da4c19 |
completed | April 18, 2026, 12:44 p.m. |
Created at: April 8, 2026, 9:24 p.m.