Triple
T17302944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Schelling |
E420084
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Choice and Consequence
Choice and Consequence is a collection of essays by economist and game theorist Thomas Schelling that explores how people make decisions and the often unexpected outcomes of those choices in economics, politics, and everyday life.
|
E1261240
|
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: Choice and Consequence | Statement: [Thomas Schelling, notableWork, Choice and Consequence]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Choice and Consequence Context triple: [Thomas Schelling, notableWork, Choice and Consequence]
-
A.
Tragic Choices
Tragic Choices is a seminal legal and philosophical work by Guido Calabresi (with Philip Bobbitt) that examines how societies allocate scarce and life-saving resources through law and public policy.
-
B.
Choices
Choices is the autobiography of Norwegian actress and director Liv Ullmann, in which she reflects on her life, career, and personal experiences.
-
C.
Consequences
"Consequences" is an ambitious 1977 concept album by English art rock duo Godley & Creme, known for its extensive use of their invented Gizmo guitar device and its blend of music, sound effects, and spoken-word narrative.
-
D.
Consequences
"Consequences" is a short story by Rudyard Kipling included in his collection *Plain Tales from the Hills*.
-
E.
Consequences
"Consequences" is a memoir by Canadian author and former First Lady Margaret Trudeau, in which she reflects on her personal struggles, relationships, and mental health.
- 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: Choice and Consequence Triple: [Thomas Schelling, notableWork, Choice and Consequence]
Generated description
Choice and Consequence is a collection of essays by economist and game theorist Thomas Schelling that explores how people make decisions and the often unexpected outcomes of those choices in economics, politics, and everyday life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Choice and Consequence Target entity description: Choice and Consequence is a collection of essays by economist and game theorist Thomas Schelling that explores how people make decisions and the often unexpected outcomes of those choices in economics, politics, and everyday life.
-
A.
Tragic Choices
Tragic Choices is a seminal legal and philosophical work by Guido Calabresi (with Philip Bobbitt) that examines how societies allocate scarce and life-saving resources through law and public policy.
-
B.
Choices
Choices is the autobiography of Norwegian actress and director Liv Ullmann, in which she reflects on her life, career, and personal experiences.
-
C.
Consequences
"Consequences" is a short story by Rudyard Kipling included in his collection *Plain Tales from the Hills*.
-
D.
Consequences
"Consequences" is a memoir by Canadian author and former First Lady Margaret Trudeau, in which she reflects on her personal struggles, relationships, and mental health.
-
E.
Consequences
"Consequences" is an ambitious 1977 concept album by English art rock duo Godley & Creme, known for its extensive use of their invented Gizmo guitar device and its blend of music, sound effects, and spoken-word narrative.
- 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_69d886db32608190a61e18862c5a8af6 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e438fba938819084333764b868bd83 |
completed | April 19, 2026, 2:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0180de8340819081eae1104d705de0 |
completed | May 11, 2026, 7:10 a.m. |
| NEDg | Description generation | batch_6a0181ae2d588190a4ff68094529a994 |
completed | May 11, 2026, 7:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0182ccd104819088569cf0be87b4d3 |
completed | May 11, 2026, 7:18 a.m. |
Created at: April 10, 2026, 5:41 a.m.