Triple
T357904
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hillary Clinton |
E7583
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Hard Choices
Hard Choices is a political memoir by Hillary Clinton recounting her experiences and decisions as U.S. Secretary of State.
|
E45327
|
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: Hard Choices | Statement: [Hillary Clinton, notableWork, Hard Choices]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hard Choices Context triple: [Hillary Clinton, notableWork, Hard Choices]
-
A.
Blowback
Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
-
B.
Sabotage
"Sabotage" is a 2014 American action thriller film directed by David Ayer, featuring an ensemble cast led by Arnold Schwarzenegger as members of an elite DEA task force.
-
C.
Freedom Next Time
Freedom Next Time is a political non-fiction book by journalist and documentary filmmaker John Pilger that critiques Western foreign policy and media complicity in global injustices.
-
D.
Blitz
The Blitz was the sustained German bombing campaign against the United Kingdom, particularly London, during 1940–1941 in World War II.
-
E.
Sinews of Peace
Sinews of Peace is the 1946 speech by Winston Churchill, delivered in Fulton, Missouri, that famously introduced the term "Iron Curtain" to describe the division of postwar Europe.
- 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: Hard Choices Triple: [Hillary Clinton, notableWork, Hard Choices]
Generated description
Hard Choices is a political memoir by Hillary Clinton recounting her experiences and decisions as U.S. Secretary of State.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hard Choices Target entity description: Hard Choices is a political memoir by Hillary Clinton recounting her experiences and decisions as U.S. Secretary of State.
-
A.
Blowback
Blowback is a political nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic actions abroad can provoke unintended and often violent consequences.
-
B.
Sabotage
"Sabotage" is a 2014 American action thriller film directed by David Ayer, featuring an ensemble cast led by Arnold Schwarzenegger as members of an elite DEA task force.
-
C.
Freedom Next Time
Freedom Next Time is a political non-fiction book by journalist and documentary filmmaker John Pilger that critiques Western foreign policy and media complicity in global injustices.
-
D.
Blitz
The Blitz was the sustained German bombing campaign against the United Kingdom, particularly London, during 1940–1941 in World War II.
-
E.
Sinews of Peace
Sinews of Peace is the 1946 speech by Winston Churchill, delivered in Fulton, Missouri, that famously introduced the term "Iron Curtain" to describe the division of postwar Europe.
- 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_69a2e7e696948190bebc966535995e45 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ebb0e348819086e3ccd96c7b129e |
completed | Feb. 28, 2026, 1:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3e019211c819087edeb99431061fa |
completed | March 1, 2026, 6:43 a.m. |
| NEDg | Description generation | batch_69a3e1092bc48190bd2d4b59d30b8c64 |
completed | March 1, 2026, 6:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3e2183bec8190b1d93a02ec8a0ab8 |
completed | March 1, 2026, 6:52 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.