Triple
T5936881
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Linkin Park |
E132065
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Chester Bennington
Chester Bennington was an American rock singer best known as the powerful and emotive lead vocalist of the band Linkin Park.
|
E557111
|
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: Chester Bennington | Statement: [Linkin Park, hasMember, Chester Bennington]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chester Bennington Context triple: [Linkin Park, hasMember, Chester Bennington]
-
A.
Chris Cornell
Chris Cornell was an American rock musician best known as the powerful lead vocalist of Soundgarden and Audioslave and a key figure in the Seattle grunge movement.
-
B.
Andrew Wood
Andrew Wood was the charismatic lead singer of the Seattle band Mother Love Bone whose death from a heroin overdose inspired the creation of the tribute supergroup Temple of the Dog.
-
C.
Layne Staley
Layne Staley was an American singer and songwriter best known as the powerful, haunting lead vocalist and co-lyricist of the grunge band Alice in Chains.
-
D.
Zack de la Rocha
Zack de la Rocha is an American musician, poet, and political activist best known as the fiery lead vocalist and primary lyricist of the rock band Rage Against the Machine.
-
E.
Jacoby Shaddix
Jacoby Shaddix is an American singer and songwriter best known as the lead vocalist and frontman of the rock band Papa Roach.
- 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: Chester Bennington Triple: [Linkin Park, hasMember, Chester Bennington]
Generated description
Chester Bennington was an American rock singer best known as the powerful and emotive lead vocalist of the band Linkin Park.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chester Bennington Target entity description: Chester Bennington was an American rock singer best known as the powerful and emotive lead vocalist of the band Linkin Park.
-
A.
Chris Cornell
Chris Cornell was an American rock musician best known as the powerful lead vocalist of Soundgarden and Audioslave and a key figure in the Seattle grunge movement.
-
B.
Andrew Wood
Andrew Wood was the charismatic lead singer of the Seattle band Mother Love Bone whose death from a heroin overdose inspired the creation of the tribute supergroup Temple of the Dog.
-
C.
Layne Staley
Layne Staley was an American singer and songwriter best known as the powerful, haunting lead vocalist and co-lyricist of the grunge band Alice in Chains.
-
D.
Zack de la Rocha
Zack de la Rocha is an American musician, poet, and political activist best known as the fiery lead vocalist and primary lyricist of the rock band Rage Against the Machine.
-
E.
Jacoby Shaddix
Jacoby Shaddix is an American singer and songwriter best known as the lead vocalist and frontman of the rock band Papa Roach.
- 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_69c0085c55dc8190aa90e242c956e2fa |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c038eca9688190adeed21df058daf1 |
completed | March 22, 2026, 6:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0c06f979881908d7e98ee674f1ff2 |
completed | March 23, 2026, 4:24 a.m. |
| NEDg | Description generation | batch_69c0c329b1108190ac4fe897e2be9946 |
completed | March 23, 2026, 4:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0c3a81a608190a39283b4df0ab4b9 |
completed | March 23, 2026, 4:38 a.m. |
Created at: March 22, 2026, 4:01 p.m.