Triple
T6498934
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lawrence Harvey Zeiger |
E148828
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
How to Talk to Anyone, Anytime, Anywhere
"How to Talk to Anyone, Anytime, Anywhere" is a communication skills book by legendary broadcaster Larry King that offers practical advice on improving conversation and interpersonal interactions in a wide range of social and professional situations.
|
E602798
|
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: How to Talk to Anyone, Anytime, Anywhere | Statement: [Lawrence Harvey Zeiger, notableWork, How to Talk to Anyone, Anytime, Anywhere]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: How to Talk to Anyone, Anytime, Anywhere Context triple: [Lawrence Harvey Zeiger, notableWork, How to Talk to Anyone, Anytime, Anywhere]
-
A.
How to Talk Dirty and Influence People
"How to Talk Dirty and Influence People" is the provocative, semi-autobiographical memoir by groundbreaking American comedian Lenny Bruce, chronicling his life, career, and battles over free speech and censorship.
-
B.
How to Win Friends and Influence People
How to Win Friends and Influence People is a classic self-help book that teaches practical techniques for improving interpersonal skills, building relationships, and positively influencing others.
-
C.
Seek First to Understand, Then to Be Understood
"Seek First to Understand, Then to Be Understood" is a communication principle emphasizing empathetic listening before expressing one’s own viewpoint, popularized by Stephen R. Covey in his work on personal and family effectiveness.
-
D.
The 7 Habits of Highly Effective People
The 7 Habits of Highly Effective People is a bestselling self-help and personal development book by Stephen R. Covey that outlines a principle-centered approach to effectiveness in both personal and professional life.
-
E.
How to Fail at Almost Everything and Still Win Big
How to Fail at Almost Everything and Still Win Big is a self-help and personal development book that blends humor, autobiography, and practical advice on success, written by cartoonist and creator of Dilbert, Scott Adams.
- 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: How to Talk to Anyone, Anytime, Anywhere Triple: [Lawrence Harvey Zeiger, notableWork, How to Talk to Anyone, Anytime, Anywhere]
Generated description
"How to Talk to Anyone, Anytime, Anywhere" is a communication skills book by legendary broadcaster Larry King that offers practical advice on improving conversation and interpersonal interactions in a wide range of social and professional situations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: How to Talk to Anyone, Anytime, Anywhere Target entity description: "How to Talk to Anyone, Anytime, Anywhere" is a communication skills book by legendary broadcaster Larry King that offers practical advice on improving conversation and interpersonal interactions in a wide range of social and professional situations.
-
A.
How to Talk Dirty and Influence People
"How to Talk Dirty and Influence People" is the provocative, semi-autobiographical memoir by groundbreaking American comedian Lenny Bruce, chronicling his life, career, and battles over free speech and censorship.
-
B.
How to Win Friends and Influence People
How to Win Friends and Influence People is a classic self-help book that teaches practical techniques for improving interpersonal skills, building relationships, and positively influencing others.
-
C.
Seek First to Understand, Then to Be Understood
"Seek First to Understand, Then to Be Understood" is a communication principle emphasizing empathetic listening before expressing one’s own viewpoint, popularized by Stephen R. Covey in his work on personal and family effectiveness.
-
D.
The 7 Habits of Highly Effective People
The 7 Habits of Highly Effective People is a bestselling self-help and personal development book by Stephen R. Covey that outlines a principle-centered approach to effectiveness in both personal and professional life.
-
E.
How to Fail at Almost Everything and Still Win Big
How to Fail at Almost Everything and Still Win Big is a self-help and personal development book that blends humor, autobiography, and practical advice on success, written by cartoonist and creator of Dilbert, Scott Adams.
- 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_69c687e9ad288190bae5bcac9c8ac855 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c68ad00d10819096c43f311388fa3a |
completed | March 27, 2026, 1:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb16d6a48190b6871e55fda2e1a6 |
completed | March 27, 2026, 6:23 p.m. |
| NEDg | Description generation | batch_69c6d11efda48190b99b2793801898d1 |
completed | March 27, 2026, 6:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6d1d51d8c8190be4408413110ed9a |
completed | March 27, 2026, 6:52 p.m. |
Created at: March 27, 2026, 1:41 p.m.