Triple
T2085019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | What Happened |
E45328
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object | Hard Choices |
E45327
|
NE FINISHED |
How this triple was built (2 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: [What Happened, precededBy, Hard Choices]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hard Choices Context triple: [What Happened, precededBy, Hard Choices]
-
A.
Hard Choices
chosen
Hard Choices is a political memoir by Hillary Clinton recounting her experiences and decisions as U.S. Secretary of State.
-
B.
The Time for Decision
The Time for Decision is a 1944 political and diplomatic analysis book by former U.S. Undersecretary of State Sumner Welles, arguing for a post–World War II international order based on collective security and cooperation.
-
C.
The Choice Before Us
The Choice Before Us is a political work by American socialist leader Norman Thomas that examines alternatives to capitalism and advocates for democratic socialism.
-
D.
Weapon of Choice
Weapon of Choice is a hit song by British DJ and producer Norman Cook, better known as Fatboy Slim, famous for its funk-driven sound and its iconic music video featuring actor Christopher Walken dancing and flying through a hotel.
-
E.
The Final Option
The Final Option is a 1982 British political action thriller film about a Special Air Service officer infiltrating a radical anti-nuclear terrorist group.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a8891869c88190a02643e3bb746f59 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba53d4488190a7d9eabcb6904e8e |
completed | March 7, 2026, 5:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5189bc088190b142dde85cad6676 |
completed | March 9, 2026, 4:50 a.m. |
Created at: March 4, 2026, 7:41 p.m.