Triple
T11954844
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ed Balls |
E284523
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Speaking Out: Lessons in Life and Politics
"Speaking Out: Lessons in Life and Politics" is a political memoir by former UK Labour politician Ed Balls, reflecting on his career, personal life, and the challenges of modern politics.
|
E956025
|
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: Speaking Out: Lessons in Life and Politics | Statement: [Ed Balls, notableWork, Speaking Out: Lessons in Life and Politics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Speaking Out: Lessons in Life and Politics Context triple: [Ed Balls, notableWork, Speaking Out: Lessons in Life and Politics]
-
A.
Herding Cats: A Life in Politics
Herding Cats: A Life in Politics is the political memoir of former U.S. Senate Majority Leader Trent Lott, recounting his decades-long career and experiences in American politics.
-
B.
My Political Life
*My Political Life* is the multi-volume political autobiography of British Conservative politician Leo Amery, chronicling his long career and involvement in major events of early 20th-century British politics.
-
C.
My Political Life
My Political Life is a political memoir by British Conservative politician Julian Amery, reflecting on his long career and experiences in government and public life.
-
D.
Rather Outspoken: My Life in the News
"Rather Outspoken: My Life in the News" is a memoir by veteran American journalist Dan Rather, recounting his decades-long career in broadcast news and the major political and historical events he covered.
-
E.
Now It’s My Turn: A Daughter’s Chronicle of Political Life
Now It’s My Turn: A Daughter’s Chronicle of Political Life is a political memoir by Mary Cheney reflecting on her experiences as the daughter of former U.S. Vice President Dick Cheney and her role in national politics.
- 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: Speaking Out: Lessons in Life and Politics Triple: [Ed Balls, notableWork, Speaking Out: Lessons in Life and Politics]
Generated description
"Speaking Out: Lessons in Life and Politics" is a political memoir by former UK Labour politician Ed Balls, reflecting on his career, personal life, and the challenges of modern politics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Speaking Out: Lessons in Life and Politics Target entity description: "Speaking Out: Lessons in Life and Politics" is a political memoir by former UK Labour politician Ed Balls, reflecting on his career, personal life, and the challenges of modern politics.
-
A.
Herding Cats: A Life in Politics
Herding Cats: A Life in Politics is the political memoir of former U.S. Senate Majority Leader Trent Lott, recounting his decades-long career and experiences in American politics.
-
B.
My Political Life
My Political Life is a political memoir by British Conservative politician Julian Amery, reflecting on his long career and experiences in government and public life.
-
C.
My Political Life
*My Political Life* is the multi-volume political autobiography of British Conservative politician Leo Amery, chronicling his long career and involvement in major events of early 20th-century British politics.
-
D.
Rather Outspoken: My Life in the News
"Rather Outspoken: My Life in the News" is a memoir by veteran American journalist Dan Rather, recounting his decades-long career in broadcast news and the major political and historical events he covered.
-
E.
Now It’s My Turn: A Daughter’s Chronicle of Political Life
Now It’s My Turn: A Daughter’s Chronicle of Political Life is a political memoir by Mary Cheney reflecting on her experiences as the daughter of former U.S. Vice President Dick Cheney and her role in national politics.
- 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_69d6ab2db38c8190b1f0ed6663ef8ada |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d90366fda8819083168c93abad27d4 |
completed | April 10, 2026, 2:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f459175f808190974ac70431f35c74 |
completed | May 1, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69f4645a7038819089d7533715f8a430 |
completed | May 1, 2026, 8:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f4664ff9608190b23e29b3e5c1c326 |
completed | May 1, 2026, 8:37 a.m. |
Created at: April 8, 2026, 9:45 p.m.