Triple
T4440177
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Power of Full Engagement |
E95751
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Tony Schwartz
Tony Schwartz is an American author and performance expert best known for his work on energy management and productivity, including co-authoring the influential book "The Power of Full Engagement."
|
E439992
|
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: Tony Schwartz | Statement: [The Power of Full Engagement, author, Tony Schwartz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tony Schwartz Context triple: [The Power of Full Engagement, author, Tony Schwartz]
-
A.
Tony Schwartz
Tony Schwartz is an American journalist and author best known for ghostwriting Donald Trump’s 1987 business memoir "The Art of the Deal."
-
B.
Dan Futterman
Dan Futterman is an American actor and Academy Award–nominated screenwriter known for writing the film "Capote" and co-creating the TV series "In Treatment."
-
C.
Joseph Schwartz
Joseph Schwartz is the time-displaced protagonist of Isaac Asimov's science fiction novel "Pebble in the Sky," an ordinary 20th-century man thrust into a distant future where Earth is a radioactive backwater in a vast Galactic Empire.
-
D.
Lowell Bergman
Lowell Bergman is an American investigative journalist and producer best known for his work on CBS's "60 Minutes" and for exposing major corporate and political scandals.
-
E.
Douglas Shulman
Douglas Shulman is an American public official who served as the head of the U.S. Internal Revenue Service (IRS) during the late 2000s and early 2010s.
- 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: Tony Schwartz Triple: [The Power of Full Engagement, author, Tony Schwartz]
Generated description
Tony Schwartz is an American author and performance expert best known for his work on energy management and productivity, including co-authoring the influential book "The Power of Full Engagement."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tony Schwartz Target entity description: Tony Schwartz is an American author and performance expert best known for his work on energy management and productivity, including co-authoring the influential book "The Power of Full Engagement."
-
A.
Tony Schwartz
Tony Schwartz is an American journalist and author best known for ghostwriting Donald Trump’s 1987 business memoir "The Art of the Deal."
-
B.
Dan Futterman
Dan Futterman is an American actor and Academy Award–nominated screenwriter known for writing the film "Capote" and co-creating the TV series "In Treatment."
-
C.
Joseph Schwartz
Joseph Schwartz is the time-displaced protagonist of Isaac Asimov's science fiction novel "Pebble in the Sky," an ordinary 20th-century man thrust into a distant future where Earth is a radioactive backwater in a vast Galactic Empire.
-
D.
Lowell Bergman
Lowell Bergman is an American investigative journalist and producer best known for his work on CBS's "60 Minutes" and for exposing major corporate and political scandals.
-
E.
Douglas Shulman
Douglas Shulman is an American public official who served as the head of the U.S. Internal Revenue Service (IRS) during the late 2000s and early 2010s.
- 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_69b3453ea2b48190a26f154b3b8fece5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355ac05e081908411089c05fc36bd |
completed | March 13, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6137b97748190b8ebecaf590baad3 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b615aea38481908ffe37feadeb9a4b |
completed | March 15, 2026, 2:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b61601898c81908e108f475f4b35d3 |
completed | March 15, 2026, 2:14 a.m. |
Created at: March 12, 2026, 11:32 p.m.