Triple
T4168641
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dungeon Family |
E84504
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Slimm Calhoun
Slimm Calhoun is an American rapper from Atlanta best known for his work with the Dungeon Family collective and his early-2000s solo material.
|
E416770
|
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: Slimm Calhoun | Statement: [Dungeon Family, hasMember, Slimm Calhoun]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Slimm Calhoun Context triple: [Dungeon Family, hasMember, Slimm Calhoun]
-
A.
Delbert Grady
Delbert Grady is a ghostly former caretaker of the Overlook Hotel in Stephen King’s horror story "The Shining," known for having murdered his family and eerily influencing Jack Torrance.
-
B.
Henry McDaniel
Henry McDaniel was the father of Academy Award–winning actress Hattie McDaniel, known primarily in historical records for this parental connection.
-
C.
Bunk Moreland
Bunk Moreland is a seasoned, sharp-witted homicide detective in the Baltimore Police Department on the television series "The Wire," known for his loyalty, pragmatism, and complex moral compass.
-
D.
Broderick Johnson
Broderick Johnson is an American film producer and co-founder of Alcon Entertainment, known for backing major Hollywood films such as "The Blind Side," "The Book of Eli," and "Transcendence."
-
E.
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."
- 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: Slimm Calhoun Triple: [Dungeon Family, hasMember, Slimm Calhoun]
Generated description
Slimm Calhoun is an American rapper from Atlanta best known for his work with the Dungeon Family collective and his early-2000s solo material.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Slimm Calhoun Target entity description: Slimm Calhoun is an American rapper from Atlanta best known for his work with the Dungeon Family collective and his early-2000s solo material.
-
A.
Delbert Grady
Delbert Grady is a ghostly former caretaker of the Overlook Hotel in Stephen King’s horror story "The Shining," known for having murdered his family and eerily influencing Jack Torrance.
-
B.
Henry McDaniel
Henry McDaniel was the father of Academy Award–winning actress Hattie McDaniel, known primarily in historical records for this parental connection.
-
C.
Bunk Moreland
Bunk Moreland is a seasoned, sharp-witted homicide detective in the Baltimore Police Department on the television series "The Wire," known for his loyalty, pragmatism, and complex moral compass.
-
D.
Broderick Johnson
Broderick Johnson is an American film producer and co-founder of Alcon Entertainment, known for backing major Hollywood films such as "The Blind Side," "The Book of Eli," and "Transcendence."
-
E.
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."
- 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_69aed932cab48190b80ffe35f7029ae1 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02c573788190a60ab3f83b07a6f6 |
completed | March 9, 2026, 5:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f4c2c988190959496cc0cc31cac |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b57fe89ed0819089d7e56568755b1c |
completed | March 14, 2026, 3:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5805cb7e88190b2f6ed6a18de9319 |
completed | March 14, 2026, 3:35 p.m. |
Created at: March 9, 2026, 3:44 p.m.