Triple

T2165434
Position Surface form Disambiguated ID Type / Status
Subject Black Panther Party E46897 entity
Predicate hasMember P10 FINISHED
Object Fred Hampton
Fred Hampton was a charismatic African-American activist and revolutionary socialist who emerged as a prominent leader in the Black Panther Party’s Chicago chapter before being killed in a notorious 1969 police raid.
E241676 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: Fred Hampton | Statement: [Black Panther Party, hasMember, Fred Hampton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fred Hampton
Context triple: [Black Panther Party, hasMember, Fred Hampton]
  • A. Huey P. Newton
    Huey P. Newton was an African American political activist and co-founder of the Black Panther Party, known for his leadership in the Black Power movement and advocacy for Black self-defense and community programs.
  • B. Qubilah Shabazz
    Qubilah Shabazz is an American woman best known as one of the daughters of civil rights leader Malcolm X and Betty Shabazz, whose life has been marked by both activism and personal controversy.
  • C. H. Rap Brown
    H. Rap Brown, later known as Jamil Al-Amin, is a prominent 1960s Black Power activist and former chairman of the Student Nonviolent Coordinating Committee (SNCC) known for his fiery oratory and militant stance on racial justice.
  • D. Gamilah Lumumba Shabazz
    Gamilah Lumumba Shabazz is one of the daughters of the late civil rights leader Malcolm X and Betty Shabazz, known for preserving and promoting her parents’ legacy.
  • E. Malikah Shabazz
    Malikah Shabazz was one of the daughters of civil rights leader Malcolm X, known for her work in preserving her father's legacy and for her involvement in various social and legal issues throughout her life.
  • 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: Fred Hampton
Triple: [Black Panther Party, hasMember, Fred Hampton]
Generated description
Fred Hampton was a charismatic African-American activist and revolutionary socialist who emerged as a prominent leader in the Black Panther Party’s Chicago chapter before being killed in a notorious 1969 police raid.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fred Hampton
Target entity description: Fred Hampton was a charismatic African-American activist and revolutionary socialist who emerged as a prominent leader in the Black Panther Party’s Chicago chapter before being killed in a notorious 1969 police raid.
  • A. Huey P. Newton
    Huey P. Newton was an African American political activist and co-founder of the Black Panther Party, known for his leadership in the Black Power movement and advocacy for Black self-defense and community programs.
  • B. Qubilah Shabazz
    Qubilah Shabazz is an American woman best known as one of the daughters of civil rights leader Malcolm X and Betty Shabazz, whose life has been marked by both activism and personal controversy.
  • C. H. Rap Brown
    H. Rap Brown, later known as Jamil Al-Amin, is a prominent 1960s Black Power activist and former chairman of the Student Nonviolent Coordinating Committee (SNCC) known for his fiery oratory and militant stance on racial justice.
  • D. Gamilah Lumumba Shabazz
    Gamilah Lumumba Shabazz is one of the daughters of the late civil rights leader Malcolm X and Betty Shabazz, known for preserving and promoting her parents’ legacy.
  • E. Malikah Shabazz
    Malikah Shabazz was one of the daughters of civil rights leader Malcolm X, known for her work in preserving her father's legacy and for her involvement in various social and legal issues throughout her life.
  • 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_69a88a184cbc8190877791f6552c2484 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbeaa14bc81908486683decd7ae42 completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5d98286c8190a6890e2c7daa10b5 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e30a69c8190a3f77e784401f671 completed March 9, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ea4edcc81908829e4bd64ce0aea completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:45 p.m.