Triple

T16411302
Position Surface form Disambiguated ID Type / Status
Subject Waka Flocka Flame E398571 entity
Predicate familyName P18 FINISHED
Object Malphurs
Malphurs is the surname of American rapper Waka Flocka Flame, whose full name is Juaquin James Malphurs.
E1211998 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: Malphurs | Statement: [Waka Flocka Flame, familyName, Malphurs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malphurs
Context triple: [Waka Flocka Flame, familyName, Malphurs]
  • A. Malthace
    Malthace was a wife of Herod the Great and the mother of several of his children, including Herod Antipas, placing her within the Herodian royal family of Judea.
  • B. Forelius
    Forelius is a genus of small, heat-tolerant ants commonly found in arid and semi-arid regions of the Americas.
  • C. Phellos
    Phellos was an ancient Lycian city-state known for its strategic location and role within the Lycian League in southwestern Anatolia.
  • D. Osphranter
    Osphranter is a genus of large Australian marsupials that includes several species of kangaroos and wallaroos.
  • E. Malthopsis
    Malthopsis is a genus of deep-sea batfishes known for their flattened bodies and modified pectoral fins that allow them to "walk" along the ocean floor.
  • 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: Malphurs
Triple: [Waka Flocka Flame, familyName, Malphurs]
Generated description
Malphurs is the surname of American rapper Waka Flocka Flame, whose full name is Juaquin James Malphurs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malphurs
Target entity description: Malphurs is the surname of American rapper Waka Flocka Flame, whose full name is Juaquin James Malphurs.
  • A. Malthace
    Malthace was a wife of Herod the Great and the mother of several of his children, including Herod Antipas, placing her within the Herodian royal family of Judea.
  • B. Forelius
    Forelius is a genus of small, heat-tolerant ants commonly found in arid and semi-arid regions of the Americas.
  • C. Phellos
    Phellos was an ancient Lycian city-state known for its strategic location and role within the Lycian League in southwestern Anatolia.
  • D. Osphranter
    Osphranter is a genus of large Australian marsupials that includes several species of kangaroos and wallaroos.
  • E. Malthopsis
    Malthopsis is a genus of deep-sea batfishes known for their flattened bodies and modified pectoral fins that allow them to "walk" along the ocean floor.
  • 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_69d87f2950248190bc8ad9b9bebdc8c8 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32874a0cc8190874aea10b1d13004 completed April 18, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003c66d41481909340f247f6e5393f completed May 10, 2026, 8:05 a.m.
NEDg Description generation batch_6a003f2971bc819099f9b6800885bb5f completed May 10, 2026, 8:17 a.m.
NED2 Entity disambiguation (via description) batch_6a003ff96b3081909bcef37c77c0c5b1 completed May 10, 2026, 8:21 a.m.
Created at: April 10, 2026, 5:09 a.m.