Triple
T12786252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Skakel family |
E305635
|
entity |
| Predicate | hasNotableMember |
P304
|
FINISHED |
| Object |
Stephen Skakel
Stephen Skakel is a member of the prominent Skakel family, a wealthy American clan historically linked to the Kennedy family and known for its public prominence and controversy.
|
E1033966
|
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: Stephen Skakel | Statement: [Skakel family, hasNotableMember, Stephen Skakel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Skakel Context triple: [Skakel family, hasNotableMember, Stephen Skakel]
-
A.
Kenneth Skakel
Kenneth Skakel is a member of the wealthy and politically connected Skakel family, which is linked by marriage to the Kennedy family and known for its prominence and controversy in American public life.
-
B.
Rushton Walter Skakel
Rushton Walter Skakel was an American businessman and patriarch of the Skakel family, known for his ties to the Kennedy family and his role in a prominent and often controversial American dynasty.
-
C.
David Skakel
David Skakel is a member of the prominent Skakel family, a wealthy American clan historically linked to the Great Lakes Carbon Corporation and socially connected to the Kennedy family.
-
D.
George Skakel Jr.
George Skakel Jr. was a member of the wealthy and influential Skakel family, known for its ties to the Kennedy family and prominence in American business and social circles.
-
E.
George Skakel
George Skakel was an American industrialist and coal magnate, best known as the wealthy founder of the Great Lakes Carbon Corporation and the father of Ethel Kennedy.
- 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: Stephen Skakel Triple: [Skakel family, hasNotableMember, Stephen Skakel]
Generated description
Stephen Skakel is a member of the prominent Skakel family, a wealthy American clan historically linked to the Kennedy family and known for its public prominence and controversy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen Skakel Target entity description: Stephen Skakel is a member of the prominent Skakel family, a wealthy American clan historically linked to the Kennedy family and known for its public prominence and controversy.
-
A.
Kenneth Skakel
Kenneth Skakel is a member of the wealthy and politically connected Skakel family, which is linked by marriage to the Kennedy family and known for its prominence and controversy in American public life.
-
B.
Rushton Walter Skakel
Rushton Walter Skakel was an American businessman and patriarch of the Skakel family, known for his ties to the Kennedy family and his role in a prominent and often controversial American dynasty.
-
C.
David Skakel
David Skakel is a member of the prominent Skakel family, a wealthy American clan historically linked to the Great Lakes Carbon Corporation and socially connected to the Kennedy family.
-
D.
George Skakel Jr.
George Skakel Jr. was a member of the wealthy and influential Skakel family, known for its ties to the Kennedy family and prominence in American business and social circles.
-
E.
George Skakel
George Skakel was an American industrialist and coal magnate, best known as the wealthy founder of the Great Lakes Carbon Corporation and the father of Ethel Kennedy.
- 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_69d7bdf2b43c819098ae5aa68e61ea58 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e5dbdb88190a1b06721ada51627 |
completed | April 10, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f716b3d28881908053df1928b18264 |
completed | May 3, 2026, 9:34 a.m. |
| NEDg | Description generation | batch_69f71af8d8c08190ae3fbc9767d783f5 |
completed | May 3, 2026, 9:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f71b6dcc588190aa9274969f18b0ef |
completed | May 3, 2026, 9:54 a.m. |
Created at: April 9, 2026, 5:29 p.m.