Triple
T4745086
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | White House Deputy Chief of Staff for Operations |
E105342
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Emma Doyle
Emma Doyle is an American political aide who has served in senior White House operational and advisory roles, including as a top staffer in the Trump administration.
|
E469928
|
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: Emma Doyle | Statement: [White House Deputy Chief of Staff for Operations, officeHoldersInclude, Emma Doyle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emma Doyle Context triple: [White House Deputy Chief of Staff for Operations, officeHoldersInclude, Emma Doyle]
-
A.
Deirdre Blake
Deirdre Blake is a fictional character appearing in the play "The Humans" by Stephen Karam.
-
B.
Rebecca O'Brien
Rebecca O'Brien is a British film producer best known for her long-standing collaboration with director Ken Loach on acclaimed social-realist films.
-
C.
Roz Doyle
Roz Doyle is a sharp-tongued, witty radio producer and close friend of Frasier Crane on the television sitcom "Frasier."
-
D.
Christine Donovan
Christine Donovan is the spouse of American basketball coach Billy Donovan, known for her long-standing support throughout his collegiate and NBA coaching career.
-
E.
Alison Doody
Alison Doody is an Irish actress and former model best known for her role as Dr. Elsa Schneider in the film "Indiana Jones and the Last Crusade."
- 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: Emma Doyle Triple: [White House Deputy Chief of Staff for Operations, officeHoldersInclude, Emma Doyle]
Generated description
Emma Doyle is an American political aide who has served in senior White House operational and advisory roles, including as a top staffer in the Trump administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emma Doyle Target entity description: Emma Doyle is an American political aide who has served in senior White House operational and advisory roles, including as a top staffer in the Trump administration.
-
A.
Deirdre Blake
Deirdre Blake is a fictional character appearing in the play "The Humans" by Stephen Karam.
-
B.
Rebecca O'Brien
Rebecca O'Brien is a British film producer best known for her long-standing collaboration with director Ken Loach on acclaimed social-realist films.
-
C.
Roz Doyle
Roz Doyle is a sharp-tongued, witty radio producer and close friend of Frasier Crane on the television sitcom "Frasier."
-
D.
Christine Donovan
Christine Donovan is the spouse of American basketball coach Billy Donovan, known for her long-standing support throughout his collegiate and NBA coaching career.
-
E.
Alison Doody
Alison Doody is an Irish actress and former model best known for her role as Dr. Elsa Schneider in the film "Indiana Jones and the Last Crusade."
- 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_69bd43ef87a48190a5bc3600711aa032 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd64aa72c0819082ede0f531d75e65 |
completed | March 20, 2026, 3:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be43af63c48190a8d2751de4e9eee7 |
completed | March 21, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69be44210b8081908d2de14acf013c54 |
completed | March 21, 2026, 7:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be45477cbc8190bbfea83dfc64637f |
completed | March 21, 2026, 7:14 a.m. |
Created at: March 20, 2026, 1:19 p.m.