Triple
T718376
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Reid Hoffman |
E14359
|
entity |
| Predicate | coAuthorOf |
P2389
|
FINISHED |
| Object |
Blitzscaling
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.
|
E85406
|
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: Blitzscaling | Statement: [Reid Hoffman, coAuthorOf, Blitzscaling]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Blitzscaling Context triple: [Reid Hoffman, coAuthorOf, Blitzscaling]
-
A.
People, Power, and Profits
People, Power, and Profits is a book by economist Joseph Stiglitz that critiques contemporary capitalism and proposes reforms to create a fairer, more inclusive economy and democracy.
-
B.
Chokepoint Capitalism
Chokepoint Capitalism is a nonfiction book co-authored by Cory Doctorow and Rebecca Giblin that critiques how powerful corporations exploit bottlenecks in creative industries and proposes ways to reclaim artistic and economic freedom.
-
C.
Phase 1 Ventures
Phase 1 Ventures is an early-stage startup support and commercialization program run by the University City Science Center to help launch and grow technology-based ventures.
-
D.
Bleeding Edge
Bleeding Edge is a 2013 postmodern detective novel by Thomas Pynchon that explores the intersection of technology, capitalism, and conspiracy in New York City around the time of the dot-com crash and 9/11.
-
E.
Paying the Cost to Be the Boss
"Paying the Cost to Be the Boss" is a classic blues song by B.B. King that showcases his signature guitar style and themes of resilience and authority in relationships.
- 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: Blitzscaling Triple: [Reid Hoffman, coAuthorOf, Blitzscaling]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Blitzscaling Target entity description: 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.
-
A.
People, Power, and Profits
People, Power, and Profits is a book by economist Joseph Stiglitz that critiques contemporary capitalism and proposes reforms to create a fairer, more inclusive economy and democracy.
-
B.
Chokepoint Capitalism
Chokepoint Capitalism is a nonfiction book co-authored by Cory Doctorow and Rebecca Giblin that critiques how powerful corporations exploit bottlenecks in creative industries and proposes ways to reclaim artistic and economic freedom.
-
C.
Phase 1 Ventures
Phase 1 Ventures is an early-stage startup support and commercialization program run by the University City Science Center to help launch and grow technology-based ventures.
-
D.
Bleeding Edge
Bleeding Edge is a 2013 postmodern detective novel by Thomas Pynchon that explores the intersection of technology, capitalism, and conspiracy in New York City around the time of the dot-com crash and 9/11.
-
E.
Paying the Cost to Be the Boss
"Paying the Cost to Be the Boss" is a classic blues song by B.B. King that showcases his signature guitar style and themes of resilience and authority in relationships.
- 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_69a4934a36e081909e7abef98b898a4e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a577658881909c12951d63d96377 |
completed | March 1, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dcb77bc481909d79542001fafbd2 |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a5de57bbec81908a5d1202299194f4 |
completed | March 2, 2026, 7 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a60952c6388190a23a178d695eec6e |
completed | March 2, 2026, 10:04 p.m. |
Created at: March 1, 2026, 7:37 p.m.