Triple
T18325575
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Two-Second Advantage: How We Succeed by Anticipating the Future—Just Enough |
E438996
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Kevin Maney
Kevin Maney is an American technology journalist and author known for writing about the impact of emerging technologies on business and society.
|
E1374357
|
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: Kevin Maney | Statement: [The Two-Second Advantage: How We Succeed by Anticipating the Future—Just Enough, author, Kevin Maney]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kevin Maney Context triple: [The Two-Second Advantage: How We Succeed by Anticipating the Future—Just Enough, author, Kevin Maney]
-
A.
Cole Maness
Cole Maness is an American cyclist and former professional bike racer known publicly as the husband of actress Erika Christensen.
-
B.
Christopher Mancini
Christopher Mancini is one of the children of renowned American composer and conductor Henry Mancini.
-
C.
Brant Daugherty
Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
-
D.
Kevin Manthei
Kevin Manthei is an American composer known for his work on film, television, and video game scores, particularly in the animation and superhero genres.
-
E.
Michael McManus
Michael McManus is an American musician best known as a former member of the rock band Saving Abel.
- 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: Kevin Maney Triple: [The Two-Second Advantage: How We Succeed by Anticipating the Future—Just Enough, author, Kevin Maney]
Generated description
Kevin Maney is an American technology journalist and author known for writing about the impact of emerging technologies on business and society.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kevin Maney Target entity description: Kevin Maney is an American technology journalist and author known for writing about the impact of emerging technologies on business and society.
-
A.
Cole Maness
Cole Maness is an American cyclist and former professional bike racer known publicly as the husband of actress Erika Christensen.
-
B.
Christopher Mancini
Christopher Mancini is one of the children of renowned American composer and conductor Henry Mancini.
-
C.
Brant Daugherty
Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
-
D.
Kevin Manthei
Kevin Manthei is an American composer known for his work on film, television, and video game scores, particularly in the animation and superhero genres.
-
E.
Michael McManus
Michael McManus is an American musician best known as a former member of the rock band Saving Abel.
- 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_69d8b916a2d081909e249e4902f6aad9 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50aaa66ac819082ec718e8329e0cc |
completed | April 19, 2026, 5:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a072b67a3248190b37c04539ecc13a3 |
completed | May 15, 2026, 2:19 p.m. |
| NEDg | Description generation | batch_6a072d8a5e108190916cd22496c048cb |
completed | May 15, 2026, 2:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a072e3709e881909d70f130a77fc428 |
completed | May 15, 2026, 2:31 p.m. |
Created at: April 10, 2026, 10:36 a.m.