Triple

T5627510
Position Surface form Disambiguated ID Type / Status
Subject Dreamville Records E147754 entity
Predicate coFounder P2835 FINISHED
Object Ibrahim Hamad
Ibrahim Hamad is a music executive and longtime manager of rapper J. Cole, best known for helping build and run the hip-hop label Dreamville Records.
E542953 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: Ibrahim Hamad | Statement: [Dreamville Records, coFounder, Ibrahim Hamad]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ibrahim Hamad
Context triple: [Dreamville Records, coFounder, Ibrahim Hamad]
  • A. Mohamed al-Haddad
    Mohamed al-Haddad is a Libyan military officer who has served as a senior commander in forces aligned with the internationally recognized Government of National Accord during the country’s recent civil conflict.
  • B. Khalid Abdalla
    Khalid Abdalla is a British-Egyptian actor and activist best known for his roles in films such as "United 93," "The Kite Runner," and "Green Zone."
  • C. Zakaria Mohieddin
    Zakaria Mohieddin was an Egyptian military officer and politician who played a key role in the 1952 revolution and later served in senior positions under President Gamal Abdel Nasser, including as vice president and prime minister.
  • D. Abdurrahim El-Keib
    Abdurrahim El-Keib was a Libyan academic and politician who served as interim prime minister during the post-Gaddafi transitional period.
  • E. Ismail Elfath
    Ismail Elfath is a prominent American soccer referee who regularly officiates high-profile Major League Soccer matches and international competitions.
  • 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: Ibrahim Hamad
Triple: [Dreamville Records, coFounder, Ibrahim Hamad]
Generated description
Ibrahim Hamad is a music executive and longtime manager of rapper J. Cole, best known for helping build and run the hip-hop label Dreamville Records.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ibrahim Hamad
Target entity description: Ibrahim Hamad is a music executive and longtime manager of rapper J. Cole, best known for helping build and run the hip-hop label Dreamville Records.
  • A. Mohamed al-Haddad
    Mohamed al-Haddad is a Libyan military officer who has served as a senior commander in forces aligned with the internationally recognized Government of National Accord during the country’s recent civil conflict.
  • B. Khalid Abdalla
    Khalid Abdalla is a British-Egyptian actor and activist best known for his roles in films such as "United 93," "The Kite Runner," and "Green Zone."
  • C. Zakaria Mohieddin
    Zakaria Mohieddin was an Egyptian military officer and politician who played a key role in the 1952 revolution and later served in senior positions under President Gamal Abdel Nasser, including as vice president and prime minister.
  • D. Abdurrahim El-Keib
    Abdurrahim El-Keib was a Libyan academic and politician who served as interim prime minister during the post-Gaddafi transitional period.
  • E. Ismail Elfath
    Ismail Elfath is a prominent American soccer referee who regularly officiates high-profile Major League Soccer matches and international competitions.
  • 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_69c00906f2a88190a992c66b13d606d4 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c02239500c8190ad3035e44c3b0670 completed March 22, 2026, 5:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07da656f8819083fa9fc63f2ec4a5 completed March 22, 2026, 11:39 p.m.
NEDg Description generation batch_69c08bb824988190902e422b7c468c8f completed March 23, 2026, 12:39 a.m.
NED2 Entity disambiguation (via description) batch_69c08c6d1a788190acb7651a1f144d9d completed March 23, 2026, 12:42 a.m.
Created at: March 22, 2026, 3:40 p.m.