Triple
T6478777
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Outlawz |
E146136
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Hussein Fatal
Hussein Fatal was an American rapper best known as a close collaborator of Tupac Shakur and a prominent member of the hip hop group Outlawz.
|
E597047
|
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: Hussein Fatal | Statement: [Outlawz, memberOf, Hussein Fatal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hussein Fatal Context triple: [Outlawz, memberOf, Hussein Fatal]
-
A.
Hussein
Hussein is a common Arabic surname and given name, notably borne by former Iraqi president Saddam Hussein.
-
B.
Saif al-Islam
Saif al-Islam is a Libyan political figure and son of former leader Muammar Gaddafi, known for his prominent role during and after the 2011 Libyan civil war.
-
C.
Waris Hussein
Waris Hussein is a British-Indian television and film director best known for directing the very first Doctor Who serial, "An Unearthly Child."
-
D.
Marwan al-Himar
Marwan al-Himar, better known as Marwan II, was the last Umayyad caliph who ruled from 744 to 750 CE before the dynasty was overthrown by the Abbasid Revolution.
-
E.
Ali Mahdi Muhammad
Ali Mahdi Muhammad was a Somali businessman and politician who served as a key faction leader during the Somali Civil War and held the presidency of Somalia in the early 1990s.
- 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: Hussein Fatal Triple: [Outlawz, memberOf, Hussein Fatal]
Generated description
Hussein Fatal was an American rapper best known as a close collaborator of Tupac Shakur and a prominent member of the hip hop group Outlawz.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hussein Fatal Target entity description: Hussein Fatal was an American rapper best known as a close collaborator of Tupac Shakur and a prominent member of the hip hop group Outlawz.
-
A.
Hussein
Hussein is a common Arabic surname and given name, notably borne by former Iraqi president Saddam Hussein.
-
B.
Saif al-Islam
Saif al-Islam is a Libyan political figure and son of former leader Muammar Gaddafi, known for his prominent role during and after the 2011 Libyan civil war.
-
C.
Waris Hussein
Waris Hussein is a British-Indian television and film director best known for directing the very first Doctor Who serial, "An Unearthly Child."
-
D.
Marwan al-Himar
Marwan al-Himar, better known as Marwan II, was the last Umayyad caliph who ruled from 744 to 750 CE before the dynasty was overthrown by the Abbasid Revolution.
-
E.
Ali Mahdi Muhammad
Ali Mahdi Muhammad was a Somali businessman and politician who served as a key faction leader during the Somali Civil War and held the presidency of Somalia in the early 1990s.
- 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_69c008fec7408190af7b146dc63d9750 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c06a4d35f08190a94143367b1d45c5 |
completed | March 22, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c653aa82808190a1e9d420e81d7839 |
completed | March 27, 2026, 9:53 a.m. |
| NEDg | Description generation | batch_69c6542017f4819085efe545dd25060f |
completed | March 27, 2026, 9:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c656d3533c819091a4255e354eccab |
completed | March 27, 2026, 10:07 a.m. |
Created at: March 22, 2026, 4:51 p.m.