Triple
T19144298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andrew Leigh |
E468638
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Choosing Openness
"Choosing Openness" is a policy-focused book by Australian economist and politician Andrew Leigh that advocates for open markets, immigration, and global engagement as drivers of national prosperity.
|
E1360686
|
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: Choosing Openness | Statement: [Andrew Leigh, notableWork, Choosing Openness]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Choosing Openness Context triple: [Andrew Leigh, notableWork, Choosing Openness]
-
A.
Choosing
"Choosing" is a symbolic 19th-century painting by British artist George Frederic Watts that explores themes of moral choice and inner values through allegorical imagery.
-
B.
Considering the Alternative
"Considering the Alternative" is a humorous, reflective essay by Nora Ephron that contemplates aging, mortality, and the value of life with her signature wit.
-
C.
Choices
Choices is the autobiography of Norwegian actress and director Liv Ullmann, in which she reflects on her life, career, and personal experiences.
-
D.
Freedom of Choice
Freedom of Choice is a 1980 new wave album by American band Devo, best known for its hit single "Whip It" and its satirical take on consumer culture and free will.
-
E.
Human Options
Human Options is a reflective work by Norman Cousins that explores the power of hope, humor, and the human spirit in confronting illness and adversity.
- 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: Choosing Openness Triple: [Andrew Leigh, notableWork, Choosing Openness]
Generated description
"Choosing Openness" is a policy-focused book by Australian economist and politician Andrew Leigh that advocates for open markets, immigration, and global engagement as drivers of national prosperity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Choosing Openness Target entity description: "Choosing Openness" is a policy-focused book by Australian economist and politician Andrew Leigh that advocates for open markets, immigration, and global engagement as drivers of national prosperity.
-
A.
Choosing
"Choosing" is a symbolic 19th-century painting by British artist George Frederic Watts that explores themes of moral choice and inner values through allegorical imagery.
-
B.
Considering the Alternative
"Considering the Alternative" is a humorous, reflective essay by Nora Ephron that contemplates aging, mortality, and the value of life with her signature wit.
-
C.
Choices
Choices is the autobiography of Norwegian actress and director Liv Ullmann, in which she reflects on her life, career, and personal experiences.
-
D.
Freedom of Choice
Freedom of Choice is a 1980 new wave album by American band Devo, best known for its hit single "Whip It" and its satirical take on consumer culture and free will.
-
E.
Human Options
Human Options is a reflective work by Norman Cousins that explores the power of hope, humor, and the human spirit in confronting illness and adversity.
- 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_69d8dd084ff48190ac0f8c46ee722629 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e977fa208190aa8cafd0966599c6 |
completed | April 20, 2026, 8:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f24e34c4819090954c2b79ab20bb |
completed | May 15, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a06f366e514819080de839bdde22fc2 |
completed | May 15, 2026, 10:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f4039ca881908679e5da604eea50 |
completed | May 15, 2026, 10:22 a.m. |
Created at: April 10, 2026, 12:06 p.m.