Triple
T14728374
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Danja |
E346003
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Floyd Nathaniel Hills
Floyd Nathaniel Hills, better known as Danja, is an American record producer and songwriter recognized for his work with artists like Justin Timberlake, Nelly Furtado, and Britney Spears.
|
E1116702
|
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: Floyd Nathaniel Hills | Statement: [Danja, birthName, Floyd Nathaniel Hills]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Floyd Nathaniel Hills Context triple: [Danja, birthName, Floyd Nathaniel Hills]
-
A.
Floyd Huddleston
Floyd Huddleston was an American songwriter and lyricist best known for his work on Disney films such as "The Aristocats" and "The Jungle Book."
-
B.
Theodore Hickman
Theodore Hickman is the charismatic yet self-deluding traveling salesman whose arrival and revelations drive the tragic unraveling of illusions in Eugene O’Neill’s play "The Iceman Cometh."
-
C.
William Herbert Hunt
William Herbert Hunt is an American oil billionaire and member of the prominent Hunt family, known for his major role in the 1980 silver market speculation.
-
D.
Louis W. Hill
Louis W. Hill was an American railroad executive and businessman who helped expand and promote the Great Northern Railway and tourism in the northwestern United States.
-
E.
Boyd Tinsley
Boyd Tinsley is an American violinist and composer best known as a longtime member of the Dave Matthews Band.
- 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: Floyd Nathaniel Hills Triple: [Danja, birthName, Floyd Nathaniel Hills]
Generated description
Floyd Nathaniel Hills, better known as Danja, is an American record producer and songwriter recognized for his work with artists like Justin Timberlake, Nelly Furtado, and Britney Spears.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Floyd Nathaniel Hills Target entity description: Floyd Nathaniel Hills, better known as Danja, is an American record producer and songwriter recognized for his work with artists like Justin Timberlake, Nelly Furtado, and Britney Spears.
-
A.
Floyd Huddleston
Floyd Huddleston was an American songwriter and lyricist best known for his work on Disney films such as "The Aristocats" and "The Jungle Book."
-
B.
Theodore Hickman
Theodore Hickman is the charismatic yet self-deluding traveling salesman whose arrival and revelations drive the tragic unraveling of illusions in Eugene O’Neill’s play "The Iceman Cometh."
-
C.
William Herbert Hunt
William Herbert Hunt is an American oil billionaire and member of the prominent Hunt family, known for his major role in the 1980 silver market speculation.
-
D.
Louis W. Hill
Louis W. Hill was an American railroad executive and businessman who helped expand and promote the Great Northern Railway and tourism in the northwestern United States.
-
E.
Boyd Tinsley
Boyd Tinsley is an American violinist and composer best known as a longtime member of the Dave Matthews Band.
- 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_69d822e5911c8190ba589f957dbd9ba7 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec26179688190ba9f3cd045da0e2a |
completed | April 14, 2026, 10:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdfb87ef7c8190a46f317e5475d40e |
completed | May 8, 2026, 3:04 p.m. |
| NEDg | Description generation | batch_69fdfe396bb48190ade10c757a3a7e5e |
completed | May 8, 2026, 3:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdfeb5d08081908ff0fdbc489fc985 |
completed | May 8, 2026, 3:18 p.m. |
Created at: April 10, 2026, 1:29 a.m.