Triple

T13713176
Position Surface form Disambiguated ID Type / Status
Subject Harmonize E328824 entity
Predicate associatedAct P37 FINISHED
Object Khaligraph Jones
Khaligraph Jones is a prominent Kenyan hip hop artist known for his rapid-fire rap delivery, lyrical prowess, and major influence on the East African rap scene.
 E1058872 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: Khaligraph Jones | Statement: [Harmonize, associatedAct, Khaligraph Jones]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Khaligraph Jones
Context triple: [Harmonize, associatedAct, Khaligraph Jones]
  • A. Xaphoon Jones
    Xaphoon Jones is an American hip-hop producer best known as the co-founder and beatmaker of the duo Chiddy Bang.
  • B. Wil Jones
    Wil Jones is a former professional basketball player best known for his career in the ABA and NBA during the 1970s and early 1980s.
  • C. Manvel Smith
    Manvel Smith was an early settler and landowner in Texas after whom the city of Manvel was named.
  • D. Khalil Kain
    Khalil Kain is an American actor best known for his roles in films like "Juice" and "Love Jones" and for playing Darnell Wilkes on the television series "Girlfriends."
  • E. Carvin Haggins
    Carvin Haggins is an American songwriter and record producer best known for his work in R&B and neo-soul, including collaborations with artists like Musiq Soulchild and Jill Scott.
  • 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: Khaligraph Jones
Triple: [Harmonize, associatedAct, Khaligraph Jones]
Generated description
Khaligraph Jones is a prominent Kenyan hip hop artist known for his rapid-fire rap delivery, lyrical prowess, and major influence on the East African rap scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Khaligraph Jones
Target entity description: Khaligraph Jones is a prominent Kenyan hip hop artist known for his rapid-fire rap delivery, lyrical prowess, and major influence on the East African rap scene.
  • A. Xaphoon Jones
    Xaphoon Jones is an American hip-hop producer best known as the co-founder and beatmaker of the duo Chiddy Bang.
  • B. Wil Jones
    Wil Jones is a former professional basketball player best known for his career in the ABA and NBA during the 1970s and early 1980s.
  • C. Manvel Smith
    Manvel Smith was an early settler and landowner in Texas after whom the city of Manvel was named.
  • D. Khalil Kain
    Khalil Kain is an American actor best known for his roles in films like "Juice" and "Love Jones" and for playing Darnell Wilkes on the television series "Girlfriends."
  • E. Carvin Haggins
    Carvin Haggins is an American songwriter and record producer best known for his work in R&B and neo-soul, including collaborations with artists like Musiq Soulchild and Jill Scott.
  • 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_69d80770b9bc81909f70c8c317d53cff completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dd4395e8c0819098719c8cd344aa33 completed April 13, 2026, 7:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7a845a29c81908096a785f5af5521 completed May 3, 2026, 7:55 p.m.
NEDg Description generation batch_69f7a8f6833881908bcca35d7d01596a completed May 3, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_69f7a9c3c6548190802e1163c9c35b67 completed May 3, 2026, 8:02 p.m.
Created at: April 9, 2026, 9:54 p.m.