Triple
T15990128
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chris Yeh |
E387801
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Blitzscaling |
E85406
|
NE FINISHED |
How this triple was built (2 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: Blitzscaling | Statement: [Chris Yeh, notableWork, Blitzscaling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blitzscaling Context triple: [Chris Yeh, notableWork, Blitzscaling]
-
A.
Blitzscaling
chosen
Blitzscaling is a business growth strategy and framework popularized in a book by Reid Hoffman that focuses on prioritizing rapid scale over efficiency to quickly dominate markets in the face of uncertainty.
-
B.
Masters of Scale
Masters of Scale is a business and entrepreneurship podcast that explores how companies grow from startup to massive scale through interviews with leading founders and innovators.
-
C.
The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time
The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time is a business book by Square cofounder Jim McKelvey that explores how a series of unconventional, interlocking innovations can create companies that are difficult to compete with.
-
D.
Zero to One
"Zero to One" is a bestselling business and startup book by entrepreneur and investor Peter Thiel that explores how to build innovative companies that create entirely new markets rather than competing in existing ones.
-
E.
“Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses”
“Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses” is a business and leadership book that distills former Apple CEO John Sculley’s insights on innovation, disruptive strategy, and scaling companies to massive growth.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d86daa562c81908aacc179c0fe8fb5 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e157829ec08190aa4a683e29a0148a |
completed | April 16, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf1cb1388190b1ebccc6705e5974 |
completed | May 10, 2026, 12:19 a.m. |
Created at: April 10, 2026, 4:54 a.m.