Triple
T22123968
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fear Factory |
E546744
|
entity |
| Predicate | hasFormerMember |
P1168
|
FINISHED |
| Object |
Tony Campos
Tony Campos is an American heavy metal bassist best known for his work with Static-X and numerous other metal bands.
|
E1520675
|
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: Tony Campos | Statement: [Fear Factory, hasFormerMember, Tony Campos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tony Campos Context triple: [Fear Factory, hasFormerMember, Tony Campos]
-
A.
Tony Almeida
Tony Almeida is a key fictional Counter Terrorist Unit agent in the television series "24," known for his complex loyalties and evolving role across multiple seasons.
-
B.
Simon Campos
Simon Campos is a central character in the science-fiction TV series "FlashForward," portrayed as a brilliant but morally ambiguous physicist entangled in the mystery behind the global blackout.
-
C.
Miles Ocampo
Miles Ocampo is a Filipino actress, model, and television host known for her work in Philippine film and TV, including long-running variety and drama programs.
-
D.
Anthony Santos
Anthony Santos, better known as Romeo Santos, is an American singer, songwriter, and former lead vocalist of the bachata group Aventura, widely acclaimed as the "King of Bachata."
-
E.
John Campos
John Campos is a musician best known for his past role as a member of the gothic metal band Type O Negative.
- 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: Tony Campos Triple: [Fear Factory, hasFormerMember, Tony Campos]
Generated description
Tony Campos is an American heavy metal bassist best known for his work with Static-X and numerous other metal bands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tony Campos Target entity description: Tony Campos is an American heavy metal bassist best known for his work with Static-X and numerous other metal bands.
-
A.
Tony Almeida
Tony Almeida is a key fictional Counter Terrorist Unit agent in the television series "24," known for his complex loyalties and evolving role across multiple seasons.
-
B.
Simon Campos
Simon Campos is a central character in the science-fiction TV series "FlashForward," portrayed as a brilliant but morally ambiguous physicist entangled in the mystery behind the global blackout.
-
C.
Miles Ocampo
Miles Ocampo is a Filipino actress, model, and television host known for her work in Philippine film and TV, including long-running variety and drama programs.
-
D.
Anthony Santos
Anthony Santos, better known as Romeo Santos, is an American singer, songwriter, and former lead vocalist of the bachata group Aventura, widely acclaimed as the "King of Bachata."
-
E.
John Campos
John Campos is a musician best known for his past role as a member of the gothic metal band Type O Negative.
- 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_69e11e39bf348190b541bfa16a7b71e0 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1298016e081909d00015ca516d9fd |
completed | April 28, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a8f21bf1881909efdda72f353b58b |
completed | May 18, 2026, 4:01 a.m. |
| NEDg | Description generation | batch_6a0a932edc2c81909c014a21ac087cbd |
completed | May 18, 2026, 4:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a93a6adbc8190b7075d7ce81fb943 |
completed | May 18, 2026, 4:20 a.m. |
Created at: April 16, 2026, 8:31 p.m.