Triple

T18187492
Position Surface form Disambiguated ID Type / Status
Subject North Mississippi Allstars E435451 entity
Predicate hasPart P35 FINISHED
Object Lightnin' Malcolm
Lightnin' Malcolm is an American blues guitarist, singer, and songwriter known for his raw hill country blues style and collaborations within the North Mississippi blues scene.
E1311581 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: Lightnin' Malcolm | Statement: [North Mississippi Allstars, hasPart, Lightnin' Malcolm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lightnin' Malcolm
Context triple: [North Mississippi Allstars, hasPart, Lightnin' Malcolm]
  • A. Lightnin' Rod
    Lightnin' Rod is the stage name of Jalal Mansur Nuriddin, a pioneering spoken-word artist and member of The Last Poets often credited as an early influence on hip-hop.
  • B. Dulé Hill
    Dulé Hill is an American actor best known for his roles as presidential aide Charlie Young on "The West Wing" and pharmaceutical salesman-turned-fake psychic Burton "Gus" Guster on "Psych."
  • C. Malaak Shabazz
    Malaak Shabazz is one of the daughters of the late civil rights leader Malcolm X and has been involved in activism and public speaking related to her father's legacy.
  • D. Lonnie Simmons
    Lonnie Simmons is an American music producer and songwriter best known for his influential work in funk and R&B, particularly with The Gap Band.
  • E. 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.
  • 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: Lightnin' Malcolm
Triple: [North Mississippi Allstars, hasPart, Lightnin' Malcolm]
Generated description
Lightnin' Malcolm is an American blues guitarist, singer, and songwriter known for his raw hill country blues style and collaborations within the North Mississippi blues scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lightnin' Malcolm
Target entity description: Lightnin' Malcolm is an American blues guitarist, singer, and songwriter known for his raw hill country blues style and collaborations within the North Mississippi blues scene.
  • A. Lightnin' Rod
    Lightnin' Rod is the stage name of Jalal Mansur Nuriddin, a pioneering spoken-word artist and member of The Last Poets often credited as an early influence on hip-hop.
  • B. Dulé Hill
    Dulé Hill is an American actor best known for his roles as presidential aide Charlie Young on "The West Wing" and pharmaceutical salesman-turned-fake psychic Burton "Gus" Guster on "Psych."
  • C. Malaak Shabazz
    Malaak Shabazz is one of the daughters of the late civil rights leader Malcolm X and has been involved in activism and public speaking related to her father's legacy.
  • D. Lonnie Simmons
    Lonnie Simmons is an American music producer and songwriter best known for his influential work in funk and R&B, particularly with The Gap Band.
  • E. 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.
  • 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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dfff86b8819080324aafba77acf3 completed April 19, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03980512d081909593fd7060c355c6 completed May 12, 2026, 9:13 p.m.
NEDg Description generation batch_6a0398b82fac8190937b25556f4f4113 completed May 12, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_6a0399c98a88819090e579324d9423e5 completed May 12, 2026, 9:21 p.m.
Created at: April 10, 2026, 10:31 a.m.