Triple
T2159056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dangerously in Love |
E47959
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Luther Hanes
Luther Hanes is a music producer best known for his work on Beyoncé’s debut solo album "Dangerously in Love."
|
E240602
|
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: Luther Hanes | Statement: [Dangerously in Love, producer, Luther Hanes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luther Hanes Context triple: [Dangerously in Love, producer, Luther Hanes]
-
A.
Frederic L. Smith
Frederic L. Smith was an American industrialist and early automotive pioneer who played a key role in the creation and development of General Motors.
-
B.
J. C. Stearns
J. C. Stearns was one of the contributing authors to the influential Franck Report on the implications of nuclear weapons during the Manhattan Project era.
-
C.
H. R. Hyatt
H. R. Hyatt was a film editor known for his work on early British cinema, including Alfred Hitchcock’s 1934 thriller "The Man Who Knew Too Much."
-
D.
Edman Spangler
Edman Spangler was a stagehand at Ford's Theatre who was implicated and later convicted as a minor conspirator in the assassination of President Abraham Lincoln.
-
E.
Frederick Winsor
Frederick Winsor was a pioneering British physician and medical officer known for his contributions to public health and military medicine in the 19th century.
- 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: Luther Hanes Triple: [Dangerously in Love, producer, Luther Hanes]
Generated description
Luther Hanes is a music producer best known for his work on Beyoncé’s debut solo album "Dangerously in Love."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luther Hanes Target entity description: Luther Hanes is a music producer best known for his work on Beyoncé’s debut solo album "Dangerously in Love."
-
A.
Frederic L. Smith
Frederic L. Smith was an American industrialist and early automotive pioneer who played a key role in the creation and development of General Motors.
-
B.
J. C. Stearns
J. C. Stearns was one of the contributing authors to the influential Franck Report on the implications of nuclear weapons during the Manhattan Project era.
-
C.
H. R. Hyatt
H. R. Hyatt was a film editor known for his work on early British cinema, including Alfred Hitchcock’s 1934 thriller "The Man Who Knew Too Much."
-
D.
Edman Spangler
Edman Spangler was a stagehand at Ford's Theatre who was implicated and later convicted as a minor conspirator in the assassination of President Abraham Lincoln.
-
E.
Frederick Winsor
Frederick Winsor was a pioneering British physician and medical officer known for his contributions to public health and military medicine in the 19th century.
- 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_69a88a1d1fd8819088b34990d69a712f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe6a412c8190ae632282650739d9 |
completed | March 7, 2026, 5:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58e796e88190a8d86979c7ff952f |
completed | March 9, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69ae5989f054819082f36e5515bec3ca |
completed | March 9, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5a10607881909849a72201399d62 |
completed | March 9, 2026, 5:26 a.m. |
Created at: March 4, 2026, 7:45 p.m.