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.