Triple
T22534034
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chester Bennington |
E557111
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Talinda Bennington
Talinda Bennington is an American former model and mental health advocate best known as the widow of Linkin Park frontman Chester Bennington.
|
E1542083
|
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: Talinda Bennington | Statement: [Chester Bennington, spouse, Talinda Bennington]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talinda Bennington Context triple: [Chester Bennington, spouse, Talinda Bennington]
-
A.
Mary Bennington
Mary Bennington is the infant around whom the comedic and emotional events of the film "Three Men and a Baby" revolve.
-
B.
Amy Lee
Amy Lee is an American singer, songwriter, and pianist best known as the co-founder and lead vocalist of the rock band Evanescence.
-
C.
Ann Wilson
Ann Wilson is an American rock singer best known as the powerful lead vocalist of the band Heart.
-
D.
Alison Mosshart
Alison Mosshart is an American singer and songwriter best known as the charismatic frontwoman of the indie rock duo The Kills and a member of Jack White’s band The Dead Weather.
-
E.
Bonnie McKee
Bonnie McKee is an American singer-songwriter and pop hitmaker known for co-writing numerous chart-topping songs for artists like Katy Perry, including the smash single "Roar."
- 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: Talinda Bennington Triple: [Chester Bennington, spouse, Talinda Bennington]
Generated description
Talinda Bennington is an American former model and mental health advocate best known as the widow of Linkin Park frontman Chester Bennington.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talinda Bennington Target entity description: Talinda Bennington is an American former model and mental health advocate best known as the widow of Linkin Park frontman Chester Bennington.
-
A.
Mary Bennington
Mary Bennington is the infant around whom the comedic and emotional events of the film "Three Men and a Baby" revolve.
-
B.
Amy Lee
Amy Lee is an American singer, songwriter, and pianist best known as the co-founder and lead vocalist of the rock band Evanescence.
-
C.
Ann Wilson
Ann Wilson is an American rock singer best known as the powerful lead vocalist of the band Heart.
-
D.
Alison Mosshart
Alison Mosshart is an American singer and songwriter best known as the charismatic frontwoman of the indie rock duo The Kills and a member of Jack White’s band The Dead Weather.
-
E.
Bonnie McKee
Bonnie McKee is an American singer-songwriter and pop hitmaker known for co-writing numerous chart-topping songs for artists like Katy Perry, including the smash single "Roar."
- 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_69e11e57483c8190b0887c4f8ff26446 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15ed952f48190b63225e7de131679 |
completed | April 29, 2026, 1:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b1ddee4f48190972567034fa0c9d7 |
completed | May 18, 2026, 2:10 p.m. |
| NEDg | Description generation | batch_6a0b1f09934c81909c0d81a7838f5580 |
completed | May 18, 2026, 2:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b257ec8a481908bf6c6c0b722e702 |
completed | May 18, 2026, 2:43 p.m. |
Created at: April 16, 2026, 8:51 p.m.