Triple
T18733174
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stormy Daniels |
E458089
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Stephanie A. Gregory Clifford
Stephanie A. Gregory Clifford is the birth name of Stormy Daniels, an American adult film actress, director, and writer known for her involvement in a high-profile legal dispute with former U.S. President Donald Trump.
|
E1340533
|
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: Stephanie A. Gregory Clifford | Statement: [Stormy Daniels, alsoKnownAs, Stephanie A. Gregory Clifford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephanie A. Gregory Clifford Context triple: [Stormy Daniels, alsoKnownAs, Stephanie A. Gregory Clifford]
-
A.
Ann S. Stephens
Ann S. Stephens was a 19th-century American novelist and magazine editor best known for her popular dime novels and influential role in early mass-market fiction.
-
B.
Claudia J. Alexander
Claudia J. Alexander was a Canadian-born American geophysicist and planetary scientist renowned for her leadership roles in NASA missions studying Jupiter and comets, including the Galileo and Rosetta projects.
-
C.
Stephanie J. Block
Stephanie J. Block is a Tony Award–winning American actress and singer best known for her leading roles in numerous Broadway musicals, including Wicked, The Boy from Oz, and Falsettos.
-
D.
Debra B. Morton
Debra B. Morton is an American pastor and gospel figure best known as the mother of Grammy-winning musician PJ Morton.
-
E.
Gwendolyn J. Elliott
Gwendolyn J. Elliott is a pioneering American law enforcement officer and advocate for women and girls, recognized for her leadership in policing and community service.
- 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: Stephanie A. Gregory Clifford Triple: [Stormy Daniels, alsoKnownAs, Stephanie A. Gregory Clifford]
Generated description
Stephanie A. Gregory Clifford is the birth name of Stormy Daniels, an American adult film actress, director, and writer known for her involvement in a high-profile legal dispute with former U.S. President Donald Trump.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephanie A. Gregory Clifford Target entity description: Stephanie A. Gregory Clifford is the birth name of Stormy Daniels, an American adult film actress, director, and writer known for her involvement in a high-profile legal dispute with former U.S. President Donald Trump.
-
A.
Ann S. Stephens
Ann S. Stephens was a 19th-century American novelist and magazine editor best known for her popular dime novels and influential role in early mass-market fiction.
-
B.
Claudia J. Alexander
Claudia J. Alexander was a Canadian-born American geophysicist and planetary scientist renowned for her leadership roles in NASA missions studying Jupiter and comets, including the Galileo and Rosetta projects.
-
C.
Stephanie J. Block
Stephanie J. Block is a Tony Award–winning American actress and singer best known for her leading roles in numerous Broadway musicals, including Wicked, The Boy from Oz, and Falsettos.
-
D.
Debra B. Morton
Debra B. Morton is an American pastor and gospel figure best known as the mother of Grammy-winning musician PJ Morton.
-
E.
Gwendolyn J. Elliott
Gwendolyn J. Elliott is a pioneering American law enforcement officer and advocate for women and girls, recognized for her leadership in policing and community service.
- 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_69d8d393ba9c8190a8b03b04ddbb0a09 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e56d791ab88190b333503f9b1ad0c0 |
completed | April 20, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05325dbcc08190b289e2c7a6175509 |
completed | May 14, 2026, 2:24 a.m. |
| NEDg | Description generation | batch_6a05344331fc81908d85322432c18ebe |
completed | May 14, 2026, 2:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a053548c4248190833a6e57de308c83 |
completed | May 14, 2026, 2:36 a.m. |
Created at: April 10, 2026, 11:51 a.m.