Triple
T21934782
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Albert O. Hirschman |
E541659
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object | Exit, Voice, and Loyalty |
—
|
NE NERFINISHED |
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: Exit, Voice, and Loyalty | Statement: [Albert O. Hirschman, knownFor, Exit, Voice, and Loyalty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Exit, Voice, and Loyalty Context triple: [Albert O. Hirschman, knownFor, Exit, Voice, and Loyalty]
-
A.
Exit, Voice, and Loyalty
chosen
Exit, Voice, and Loyalty is a seminal 1970 book by economist Albert O. Hirschman that analyzes how individuals and organizations respond to decline through leaving, speaking up, or remaining committed.
-
B.
The Business of Happiness
The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
-
C.
The Collaborative Habit
The Collaborative Habit is a book by choreographer Twyla Tharp that explores how to build and sustain effective creative partnerships and teamwork.
-
D.
The Influence Machine
The Influence Machine is a multimedia art installation by Tony Oursler that uses projected video, sound, and light to explore themes of communication, technology, and the supernatural in public space.
-
E.
Remember Two Things
Remember Two Things is an early live album by the Dave Matthews Band, showcasing their improvisational rock style and featuring drummer Carter Beauford’s distinctive playing.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0c47e2e5c81909a7f74ce3de50911 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f12402f7ac81909b14586a46d971bb |
completed | April 28, 2026, 9:17 p.m. |
Created at: April 16, 2026, 7:51 p.m.