Triple
T8484298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chicago |
E200794
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Danny Seraphine
Danny Seraphine is an American drummer best known as a founding member and original drummer of the rock band Chicago.
|
E736367
|
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: Danny Seraphine | Statement: [Chicago, member, Danny Seraphine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Danny Seraphine Context triple: [Chicago, member, Danny Seraphine]
-
A.
Ben Harmon
Ben Harmon is a troubled psychiatrist and family man whose personal failings and attempts at redemption drive much of the psychological and supernatural drama in American Horror Story: Murder House.
-
B.
Frankie Dunn
Frankie Dunn is a grizzled, emotionally guarded boxing trainer whose complex relationship with a determined female fighter drives the central drama of the film "Million Dollar Baby."
-
C.
Leon Shamroy
Leon Shamroy was an acclaimed American cinematographer, renowned for his work on numerous Hollywood classics and for winning multiple Academy Awards during the mid-20th century.
-
D.
Fayard
Fayard is a prominent French publishing house known for its literary works, essays, and non-fiction titles.
-
E.
Joel McAndrew
Joel McAndrew is a New York–based hedge fund manager best known as the husband of English model and actress Agyness Deyn.
- 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: Danny Seraphine Triple: [Chicago, member, Danny Seraphine]
Generated description
Danny Seraphine is an American drummer best known as a founding member and original drummer of the rock band Chicago.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Danny Seraphine Target entity description: Danny Seraphine is an American drummer best known as a founding member and original drummer of the rock band Chicago.
-
A.
Ben Harmon
Ben Harmon is a troubled psychiatrist and family man whose personal failings and attempts at redemption drive much of the psychological and supernatural drama in American Horror Story: Murder House.
-
B.
Frankie Dunn
Frankie Dunn is a grizzled, emotionally guarded boxing trainer whose complex relationship with a determined female fighter drives the central drama of the film "Million Dollar Baby."
-
C.
Leon Shamroy
Leon Shamroy was an acclaimed American cinematographer, renowned for his work on numerous Hollywood classics and for winning multiple Academy Awards during the mid-20th century.
-
D.
Fayard
Fayard is a prominent French publishing house known for its literary works, essays, and non-fiction titles.
-
E.
Joel McAndrew
Joel McAndrew is a New York–based hedge fund manager best known as the husband of English model and actress Agyness Deyn.
- 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_69ca831d7b148190a6e32c1de43ab13b |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe539b70c81909f8f045312f0d5f8 |
completed | March 31, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce3a348a8481908a72c7ac15605022 |
completed | April 2, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_69ce3b56c3d881909468c3304e84cdb8 |
completed | April 2, 2026, 9:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce3c2579a08190af15d40d4bf7bb9f |
completed | April 2, 2026, 9:51 a.m. |
Created at: March 30, 2026, 6:12 p.m.