Triple

T16232025
Position Surface form Disambiguated ID Type / Status
Subject Sarah Guo E394005 entity
Predicate isProminentIn P22 FINISHED
Object Silicon Valley venture capital ecosystem
The Silicon Valley venture capital ecosystem is the dense network of investors, startups, and supporting institutions centered in and around Silicon Valley that drives the funding and growth of high-tech and innovation-focused companies.
 E1200639 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: Silicon Valley venture capital ecosystem | Statement: [Sarah Guo, isProminentIn, Silicon Valley venture capital ecosystem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Silicon Valley venture capital ecosystem
Context triple: [Sarah Guo, isProminentIn, Silicon Valley venture capital ecosystem]
  • A. The Innovation Stack
    The Innovation Stack is a business and entrepreneurship book by Jim McKelvey that explores how groundbreaking companies build layers of interlocking innovations to create markets and fend off competition.
  • B. MIT entrepreneurship ecosystem
    The MIT entrepreneurship ecosystem is a dynamic network of programs, resources, mentors, and funding opportunities that supports students, faculty, and alumni in launching and scaling innovative startups.
  • C. Y Combinator
    Y Combinator is a prominent Silicon Valley startup accelerator known for funding and mentoring early-stage technology companies such as Airbnb, Dropbox, and Stripe.
  • D. Berkeley SkyDeck accelerator
    Berkeley SkyDeck accelerator is a leading startup accelerator and incubator at the University of California, Berkeley that supports early-stage companies with mentorship, resources, and access to investors.
  • E. Thiel Capital
    Thiel Capital is an investment firm and family office managing the personal capital and strategic ventures of billionaire entrepreneur and investor Peter Thiel.
  • 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: Silicon Valley venture capital ecosystem
Triple: [Sarah Guo, isProminentIn, Silicon Valley venture capital ecosystem]
Generated description
The Silicon Valley venture capital ecosystem is the dense network of investors, startups, and supporting institutions centered in and around Silicon Valley that drives the funding and growth of high-tech and innovation-focused companies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Silicon Valley venture capital ecosystem
Target entity description: The Silicon Valley venture capital ecosystem is the dense network of investors, startups, and supporting institutions centered in and around Silicon Valley that drives the funding and growth of high-tech and innovation-focused companies.
  • A. The Innovation Stack
    The Innovation Stack is a business and entrepreneurship book by Jim McKelvey that explores how groundbreaking companies build layers of interlocking innovations to create markets and fend off competition.
  • B. MIT entrepreneurship ecosystem
    The MIT entrepreneurship ecosystem is a dynamic network of programs, resources, mentors, and funding opportunities that supports students, faculty, and alumni in launching and scaling innovative startups.
  • C. Y Combinator
    Y Combinator is a prominent Silicon Valley startup accelerator known for funding and mentoring early-stage technology companies such as Airbnb, Dropbox, and Stripe.
  • D. Berkeley SkyDeck accelerator
    Berkeley SkyDeck accelerator is a leading startup accelerator and incubator at the University of California, Berkeley that supports early-stage companies with mentorship, resources, and access to investors.
  • E. Thiel Capital
    Thiel Capital is an investment firm and family office managing the personal capital and strategic ventures of billionaire entrepreneur and investor Peter Thiel.
  • 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_69d87f204df88190a8f88923decf9835 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e23d29fa248190943f4c3f7808908b completed April 17, 2026, 2:01 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0007a0ab08819082aea4c312c9ffc7 completed May 10, 2026, 4:20 a.m.
NEDg Description generation batch_6a00098ea3e48190b0744f1eafab9ce2 completed May 10, 2026, 4:29 a.m.
NED2 Entity disambiguation (via description) batch_6a0009fb40a48190b82f6de80226d306 completed May 10, 2026, 4:30 a.m.
Created at: April 10, 2026, 5:04 a.m.