Triple
T5087830
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Santos |
E114679
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
George Santos
George Santos is an American former congressman from New York widely known for fabricating large parts of his biography and facing multiple federal fraud charges.
|
E492304
|
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: George Santos | Statement: [Santos, hasNotableBearer, George Santos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George Santos Context triple: [Santos, hasNotableBearer, George Santos]
-
A.
John Avlon
John Avlon is an American journalist, political commentator, and former editor-in-chief of The Daily Beast known for his centrist analysis and work on U.S. politics.
-
B.
Matt Santos
Matt Santos is a fictional U.S. congressman who becomes President in the television series "The West Wing."
-
C.
Chris Hutchinson
Chris Hutchinson is a former University of Michigan defensive standout who is best known as the father of NFL defensive end Aidan Hutchinson.
-
D.
Tory Bruno
Tory Bruno is an American aerospace engineer and executive best known as the president and CEO of United Launch Alliance, where he leads the company’s rocket launch and space transportation efforts.
-
E.
Brian Long
Brian Long is a music industry executive best known as a co-founder of the influential electronic and dance music label Astralwerks.
- 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: George Santos Triple: [Santos, hasNotableBearer, George Santos]
Generated description
George Santos is an American former congressman from New York widely known for fabricating large parts of his biography and facing multiple federal fraud charges.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George Santos Target entity description: George Santos is an American former congressman from New York widely known for fabricating large parts of his biography and facing multiple federal fraud charges.
-
A.
John Avlon
John Avlon is an American journalist, political commentator, and former editor-in-chief of The Daily Beast known for his centrist analysis and work on U.S. politics.
-
B.
Matt Santos
Matt Santos is a fictional U.S. congressman who becomes President in the television series "The West Wing."
-
C.
Chris Hutchinson
Chris Hutchinson is a former University of Michigan defensive standout who is best known as the father of NFL defensive end Aidan Hutchinson.
-
D.
Tory Bruno
Tory Bruno is an American aerospace engineer and executive best known as the president and CEO of United Launch Alliance, where he leads the company’s rocket launch and space transportation efforts.
-
E.
Brian Long
Brian Long is a music industry executive best known as a co-founder of the influential electronic and dance music label Astralwerks.
- 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_69bd443e941881908eb4e8c685b6f656 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75219a94819094fc54c1df448470 |
completed | March 20, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beb144a6108190a20bb6d9dc6bf676 |
completed | March 21, 2026, 2:55 p.m. |
| NEDg | Description generation | batch_69beb29b48cc8190a91e2eee7582a535 |
completed | March 21, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beb3635d508190bdec99a1a9202f50 |
completed | March 21, 2026, 3:04 p.m. |
Created at: March 20, 2026, 1:40 p.m.