Triple

T6478307
Position Surface form Disambiguated ID Type / Status
Subject Hit 'Em Up E146126 entity
Predicate vocalContributor P44280 FINISHED
Object Fatal Hussein
Fatal Hussein was an American rapper best known as a member of the Outlawz, the group closely associated with Tupac Shakur.
E596992 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: Fatal Hussein | Statement: [Hit 'Em Up, vocalContributor, Fatal Hussein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fatal Hussein
Context triple: [Hit 'Em Up, vocalContributor, Fatal Hussein]
  • A. House of Saddam
    House of Saddam is a British television drama miniseries that chronicles the rise and fall of Saddam Hussein and his family’s rule in Iraq.
  • B. Tragedy Khadafi
    Tragedy Khadafi is an American rapper and producer from Queensbridge, New York, known as a pioneering figure in East Coast hardcore and political hip-hop.
  • C. Fida'i
    Fida'i is the national anthem of the State of Palestine, expressing Palestinian identity, struggle, and aspirations for freedom and self-determination.
  • D. Kabul Mission
    The Kabul Mission was a World War I-era Indian nationalist and German-backed diplomatic effort in Afghanistan aimed at securing support to undermine British rule in India.
  • E. Blowback
    Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
  • 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: Fatal Hussein
Triple: [Hit 'Em Up, vocalContributor, Fatal Hussein]
Generated description
Fatal Hussein was an American rapper best known as a member of the Outlawz, the group closely associated with Tupac Shakur.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fatal Hussein
Target entity description: Fatal Hussein was an American rapper best known as a member of the Outlawz, the group closely associated with Tupac Shakur.
  • A. House of Saddam
    House of Saddam is a British television drama miniseries that chronicles the rise and fall of Saddam Hussein and his family’s rule in Iraq.
  • B. Tragedy Khadafi
    Tragedy Khadafi is an American rapper and producer from Queensbridge, New York, known as a pioneering figure in East Coast hardcore and political hip-hop.
  • C. Fida'i
    Fida'i is the national anthem of the State of Palestine, expressing Palestinian identity, struggle, and aspirations for freedom and self-determination.
  • D. Kabul Mission
    The Kabul Mission was a World War I-era Indian nationalist and German-backed diplomatic effort in Afghanistan aimed at securing support to undermine British rule in India.
  • E. Blowback
    Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a4d35f08190a94143367b1d45c5 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653aa82808190a1e9d420e81d7839 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6542017f4819085efe545dd25060f completed March 27, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69c656d3533c819091a4255e354eccab completed March 27, 2026, 10:07 a.m.
Created at: March 22, 2026, 4:51 p.m.