Triple
T12492552
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Passion for Leadership: Lessons on Change and Reform from Fifty Years of Public Service |
E298600
|
entity |
| Predicate | title |
P38
|
FINISHED |
| Object | A Passion for Leadership: Lessons on Change and Reform from Fifty Years of Public Service |
E298600
|
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: A Passion for Leadership: Lessons on Change and Reform from Fifty Years of Public Service | Statement: [A Passion for Leadership: Lessons on Change and Reform from Fifty Years of Public Service, title, A Passion for Leadership: Lessons on Change and Reform from Fifty Years of Public Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Passion for Leadership: Lessons on Change and Reform from Fifty Years of Public Service Context triple: [A Passion for Leadership: Lessons on Change and Reform from Fifty Years of Public Service, title, A Passion for Leadership: Lessons on Change and Reform from Fifty Years of Public Service]
-
A.
A Passion for Leadership: Lessons on Change and Reform from Fifty Years of Public Service
chosen
"A Passion for Leadership: Lessons on Change and Reform from Fifty Years of Public Service" is a leadership and management book by former U.S. Defense Secretary Robert M. Gates, distilling practical insights from his five decades of experience in government and public service.
-
B.
Reflections of a Public Man
Reflections of a Public Man is a political memoir and collection of speeches by former U.S. House Speaker Jim Wright, reflecting on his public service and political philosophy.
-
C.
Engagement, Service, and the Public Good
"Engagement, Service, and the Public Good" is the guiding motto of California State University, Los Angeles, emphasizing community involvement, civic responsibility, and societal benefit.
-
D.
Redesigning the Public Sector
"Redesigning the Public Sector" is a book by economist Vicky Pryce that examines how to reform and modernize government services to improve efficiency, accountability, and outcomes.
-
E.
A Time to Lead
A Time to Lead is a political and military memoir by retired U.S. Army General Wesley Clark, reflecting on his career and views on leadership and national security.
- 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_69d6ada377208190a36011199a4d8558 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94de3076c81909640c982d520ca6b |
completed | April 10, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bab99bc8190abe6dfb7c6a7fe6f |
completed | May 2, 2026, 7:08 p.m. |
Created at: April 8, 2026, 9:56 p.m.