Triple

T20036828
Position Surface form Disambiguated ID Type / Status
Subject Drumma Boy E497290 entity
Predicate father P120 FINISHED
Object James Gholson
James Gholson is best known as the father of Grammy-nominated hip-hop producer Drumma Boy.
 E1427889 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: James Gholson | Statement: [Drumma Boy, father, James Gholson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: James Gholson
Context triple: [Drumma Boy, father, James Gholson]
  • A. John J. Shipherd
    John J. Shipherd was a 19th-century American Congregational minister and educator best known for co-founding both Oberlin College in Ohio and Olivet College in Michigan.
  • B. William Croghan
    William Croghan was an Irish-born American Revolutionary War officer and prominent early Kentucky landowner and surveyor who owned the historic Locust Grove estate near Louisville.
  • C. Samuel M. Inman
    Samuel M. Inman was a prominent Atlanta businessman and civic leader of the late 19th and early 20th centuries, influential in the city's commercial development and urban planning.
  • D. William H. Gill
    William H. Gill was a U.S. Army major general who commanded the 32nd Infantry Division during World War II, leading it in significant Pacific Theater operations.
  • E. James W. Forsyth
    James W. Forsyth was a U.S. Army officer and cavalry general best known for commanding the 7th Cavalry during the 1890 Wounded Knee Massacre.
  • 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: James Gholson
Triple: [Drumma Boy, father, James Gholson]
Generated description
James Gholson is best known as the father of Grammy-nominated hip-hop producer Drumma Boy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: James Gholson
Target entity description: James Gholson is best known as the father of Grammy-nominated hip-hop producer Drumma Boy.
  • A. John J. Shipherd
    John J. Shipherd was a 19th-century American Congregational minister and educator best known for co-founding both Oberlin College in Ohio and Olivet College in Michigan.
  • B. William Croghan
    William Croghan was an Irish-born American Revolutionary War officer and prominent early Kentucky landowner and surveyor who owned the historic Locust Grove estate near Louisville.
  • C. Samuel M. Inman
    Samuel M. Inman was a prominent Atlanta businessman and civic leader of the late 19th and early 20th centuries, influential in the city's commercial development and urban planning.
  • D. William H. Gill
    William H. Gill was a U.S. Army major general who commanded the 32nd Infantry Division during World War II, leading it in significant Pacific Theater operations.
  • E. James W. Forsyth
    James W. Forsyth was a U.S. Army officer and cavalry general best known for commanding the 7th Cavalry during the 1890 Wounded Knee Massacre.
  • 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_69da627278c88190babe4297a9df1236 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e662e8573081909f71fda640aa3220 completed April 20, 2026, 5:31 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0876004cc88190be38bcd1a5f0770b completed May 16, 2026, 1:49 p.m.
NEDg Description generation batch_6a08771f7edc8190b0c1dce8f5f6e145 completed May 16, 2026, 1:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0877ac99408190a31ee21894770334 completed May 16, 2026, 1:57 p.m.
Created at: April 11, 2026, 3:36 p.m.