Triple
T805981
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tony Schwartz |
E17433
|
entity |
| Predicate | hasWrittenFor |
P11775
|
FINISHED |
| Object |
Harvard Business Review
Harvard Business Review is a leading global management magazine and online platform that publishes research-based insights and analysis on business strategy, leadership, and organizational performance.
|
E3513
|
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: Harvard Business Review | Statement: [Tony Schwartz, hasWrittenFor, Harvard Business Review]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harvard Business Review Context triple: [Tony Schwartz, hasWrittenFor, Harvard Business Review]
-
A.
Harvard Business Publishing
Harvard Business Publishing is a nonprofit educational company affiliated with Harvard Business School that produces business books, case studies, digital content, and the Harvard Business Review.
-
B.
Harvard Business School
Harvard Business School is a leading graduate business school renowned for its MBA, doctoral, and executive education programs and its influential case-study teaching method.
-
C.
Harvard Alumni Magazine
Harvard Alumni Magazine is a long-running periodical that reports on Harvard University news, research, and alumni, serving as a primary communications outlet for the Harvard community.
-
D.
The Economist
The Economist is an international weekly news and business publication known for its in-depth analysis and commentary on global politics, economics, and current affairs.
-
E.
Harvard Educational Review
Harvard Educational Review is a scholarly journal that publishes research and critical analysis on education theory, policy, and practice.
- 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: Harvard Business Review Triple: [Tony Schwartz, hasWrittenFor, Harvard Business Review]
Generated description
Harvard Business Review is a leading global management magazine and online platform that publishes research-based insights and analysis on business strategy, leadership, and organizational performance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harvard Business Review Target entity description: Harvard Business Review is a leading global management magazine and online platform that publishes research-based insights and analysis on business strategy, leadership, and organizational performance.
-
A.
Harvard Business Publishing
chosen
Harvard Business Publishing is a nonprofit educational company affiliated with Harvard Business School that produces business books, case studies, digital content, and the Harvard Business Review.
-
B.
Harvard Business School
Harvard Business School is a leading graduate business school renowned for its MBA, doctoral, and executive education programs and its influential case-study teaching method.
-
C.
Harvard Alumni Magazine
Harvard Alumni Magazine is a long-running periodical that reports on Harvard University news, research, and alumni, serving as a primary communications outlet for the Harvard community.
-
D.
The Economist
The Economist is an international weekly news and business publication known for its in-depth analysis and commentary on global politics, economics, and current affairs.
-
E.
Harvard Educational Review
Harvard Educational Review is a scholarly journal that publishes research and critical analysis on education theory, policy, and practice.
- F. None of above.
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_69a4937ae8a08190b5084a03d532b30e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4aac1142881908f6f78bfdb887930 |
completed | March 1, 2026, 9:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a68927ba948190999fd1459dd62cca |
completed | March 3, 2026, 7:09 a.m. |
| NEDg | Description generation | batch_69a6dcb16cf4819084f28de3328a0073 |
completed | March 3, 2026, 1:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a75e9333e48190914827eb0267abd0 |
completed | March 3, 2026, 10:20 p.m. |
Created at: March 1, 2026, 7:38 p.m.