Triple
T22123971
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fear Factory |
E546744
|
entity |
| Predicate | hasFormerMember |
P1168
|
FINISHED |
| Object |
Andrew Shives
Andrew Shives is a musician best known as an early bassist for the American industrial metal band Fear Factory.
|
E1520678
|
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: Andrew Shives | Statement: [Fear Factory, hasFormerMember, Andrew Shives]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew Shives Context triple: [Fear Factory, hasFormerMember, Andrew Shives]
-
A.
Matthew Shafer
Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
-
B.
Matthew Shafer
Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
-
C.
David Schisgall
David Schisgall is an American screenwriter and filmmaker known for his work on both narrative features and documentaries, including co-writing the comedy film "Our Idiot Brother."
-
D.
Jonathan Sheffer
Jonathan Sheffer is an American composer and conductor known for his work on film scores, concert music, and as the founder of the Eos Orchestra.
-
E.
Mark Shivas
Mark Shivas was a British television and film producer known for his influential work at the BBC and involvement in notable British dramas and comedies.
- 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: Andrew Shives Triple: [Fear Factory, hasFormerMember, Andrew Shives]
Generated description
Andrew Shives is a musician best known as an early bassist for the American industrial metal band Fear Factory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrew Shives Target entity description: Andrew Shives is a musician best known as an early bassist for the American industrial metal band Fear Factory.
-
A.
Matthew Shafer
Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
-
B.
Matthew Shafer
Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
-
C.
David Schisgall
David Schisgall is an American screenwriter and filmmaker known for his work on both narrative features and documentaries, including co-writing the comedy film "Our Idiot Brother."
-
D.
Jonathan Sheffer
Jonathan Sheffer is an American composer and conductor known for his work on film scores, concert music, and as the founder of the Eos Orchestra.
-
E.
Mark Shivas
Mark Shivas was a British television and film producer known for his influential work at the BBC and involvement in notable British dramas and comedies.
- 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.