Triple

T14748096
Position Surface form Disambiguated ID Type / Status
Subject assassination of Malcolm X E346526 entity
Predicate perpetrator P698 FINISHED
Object Talmadge Hayer
Talmadge Hayer, also known as Thomas Hagan, was one of the men convicted for the 1965 assassination of civil rights leader Malcolm X.
E1132831 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: Talmadge Hayer | Statement: [assassination of Malcolm X, perpetrator, Talmadge Hayer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Talmadge Hayer
Context triple: [assassination of Malcolm X, perpetrator, Talmadge Hayer]
  • A. Eugene Talmadge
    Eugene Talmadge was a controversial mid-20th-century Georgia politician who served multiple terms as governor and was known for his staunch segregationist and populist views.
  • B. Fred Talmadge
    Fred Talmadge was the father of silent film star Constance Talmadge and part of the family behind several prominent actresses of early American cinema.
  • C. Arthur Talmadge
    Arthur Talmadge was an American record executive and music industry figure best known for co-founding the influential label Mercury Records.
  • D. Joseph H. Hodges
    Joseph H. Hodges was an American Roman Catholic prelate who served as a bishop in West Virginia, eventually becoming the Bishop of the Diocese of Wheeling–Charleston.
  • E. Robert Toombs
    Robert Toombs was an American politician from Georgia who became a prominent leader of the Confederacy, serving as its first Secretary of State and later as a Confederate general during the Civil War.
  • 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: Talmadge Hayer
Triple: [assassination of Malcolm X, perpetrator, Talmadge Hayer]
Generated description
Talmadge Hayer, also known as Thomas Hagan, was one of the men convicted for the 1965 assassination of civil rights leader Malcolm X.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Talmadge Hayer
Target entity description: Talmadge Hayer, also known as Thomas Hagan, was one of the men convicted for the 1965 assassination of civil rights leader Malcolm X.
  • A. Eugene Talmadge
    Eugene Talmadge was a controversial mid-20th-century Georgia politician who served multiple terms as governor and was known for his staunch segregationist and populist views.
  • B. Fred Talmadge
    Fred Talmadge was the father of silent film star Constance Talmadge and part of the family behind several prominent actresses of early American cinema.
  • C. Arthur Talmadge
    Arthur Talmadge was an American record executive and music industry figure best known for co-founding the influential label Mercury Records.
  • D. Joseph H. Hodges
    Joseph H. Hodges was an American Roman Catholic prelate who served as a bishop in West Virginia, eventually becoming the Bishop of the Diocese of Wheeling–Charleston.
  • E. Robert Toombs
    Robert Toombs was an American politician from Georgia who became a prominent leader of the Confederacy, serving as its first Secretary of State and later as a Confederate general during the Civil War.
  • 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_69d822e6f1c88190bc494d491a907114 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7d116e88190828b163b18d80f68 completed April 14, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe9dba87c481908084c3cba5df3fcd completed May 9, 2026, 2:36 a.m.
NEDg Description generation batch_69fe9e41de7c8190a2c2ce525d04fb49 completed May 9, 2026, 2:38 a.m.
NED2 Entity disambiguation (via description) batch_69fe9edd6fac8190907cdadb0de02d63 completed May 9, 2026, 2:41 a.m.
Created at: April 10, 2026, 1:30 a.m.