Triple
T23045926
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul Graham |
E573876
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | essay "Startup = Growth" |
—
|
NE NERFINISHED |
How this triple was built (3 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: essay "Startup = Growth" | Statement: [Paul Graham, notableWork, essay "Startup = Growth"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: essay "Startup = Growth" Context triple: [Paul Graham, notableWork, essay "Startup = Growth"]
-
A.
Traction: How Any Startup Can Achieve Explosive Customer Growth
"Traction: How Any Startup Can Achieve Explosive Customer Growth" is a startup marketing and growth strategy book that outlines a systematic framework and 19 channels for acquiring customers and scaling a business.
-
B.
Starup
Starup is a small settlement in southern Denmark located near Haderslev Fjord in the Region of Southern Denmark.
-
C.
Upstarts in a Blowout
Upstarts in a Blowout is a lo-fi, genre-blending double album by American singer-songwriter Cody Chesnutt that showcases his eclectic mix of soul, rock, and R&B.
-
D.
“Economic Growth”
"Economic Growth" is a widely cited economics book by Robert J. Barro that analyzes the determinants and dynamics of long-run economic expansion across countries.
-
E.
The Founder’s Paradox
The Founder’s Paradox is a chapter in Peter Thiel’s book "Zero to One" that explores how successful startup founders often embody seemingly contradictory traits, resembling both heroic visionaries and potentially dangerous monopolists.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: essay "Startup = Growth" Target entity description: "Startup = Growth" is a widely cited Paul Graham essay that defines startups primarily by their pursuit of rapid growth and explores the implications of this definition for founders and investors.
-
A.
Traction: How Any Startup Can Achieve Explosive Customer Growth
"Traction: How Any Startup Can Achieve Explosive Customer Growth" is a startup marketing and growth strategy book that outlines a systematic framework and 19 channels for acquiring customers and scaling a business.
-
B.
Starup
Starup is a small settlement in southern Denmark located near Haderslev Fjord in the Region of Southern Denmark.
-
C.
Upstarts in a Blowout
Upstarts in a Blowout is a lo-fi, genre-blending double album by American singer-songwriter Cody Chesnutt that showcases his eclectic mix of soul, rock, and R&B.
-
D.
“Economic Growth”
"Economic Growth" is a widely cited economics book by Robert J. Barro that analyzes the determinants and dynamics of long-run economic expansion across countries.
-
E.
The Founder’s Paradox
The Founder’s Paradox is a chapter in Peter Thiel’s book "Zero to One" that explores how successful startup founders often embody seemingly contradictory traits, resembling both heroic visionaries and potentially dangerous monopolists.
- F. None of above. chosen
Provenance (2 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_69e245b9c11481909d06c872214d21af |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f185192754819093a87d23371e7bbc |
completed | April 29, 2026, 4:12 a.m. |
Created at: April 17, 2026, 3:54 p.m.