Triple

T4594187

Position	Surface form	Disambiguated ID	Type / Status
Subject	Stanford Institute for Innovation in Developing Economies	`E103567`	entity
Predicate	offers	`P178`	FINISHED
Object	Seed Spark program The Seed Spark program is an entrepreneurship training initiative that equips early-stage founders in developing economies with practical business skills, mentorship, and tools to grow and scale their ventures.	`E455546`	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: Seed Spark program | Statement: [Stanford Institute for Innovation in Developing Economies, offers, Seed Spark program]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Seed Spark program
Context triple: [Stanford Institute for Innovation in Developing Economies, offers, Seed Spark program]

A. Phoenix Program
The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
B. Build to Scale program
The Build to Scale program is a U.S. federal initiative that provides funding and support to accelerate technology entrepreneurship and foster innovation-driven economic growth in regional ecosystems.
C. 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.
D. Founders Lab
Founders Lab is an innovation and entrepreneurship space at Elmhurst University that supports student startups and experiential learning in business and technology.
E. Launch Lane accelerator
Launch Lane accelerator is a startup acceleration program run by the University City Science Center that supports early-stage companies with mentorship, resources, and growth support.
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: Seed Spark program
Triple: [Stanford Institute for Innovation in Developing Economies, offers, Seed Spark program]

Generated description

The Seed Spark program is an entrepreneurship training initiative that equips early-stage founders in developing economies with practical business skills, mentorship, and tools to grow and scale their ventures.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Seed Spark program
Target entity description: The Seed Spark program is an entrepreneurship training initiative that equips early-stage founders in developing economies with practical business skills, mentorship, and tools to grow and scale their ventures.

A. Phoenix Program
The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
B. Build to Scale program
The Build to Scale program is a U.S. federal initiative that provides funding and support to accelerate technology entrepreneurship and foster innovation-driven economic growth in regional ecosystems.
C. 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.
D. Founders Lab
Founders Lab is an innovation and entrepreneurship space at Elmhurst University that supports student startups and experiential learning in business and technology.
E. Launch Lane accelerator
Launch Lane accelerator is a startup acceleration program run by the University City Science Center that supports early-stage companies with mentorship, resources, and growth support.
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_69bd43dccaf08190aa89e9991a289719`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd593e115081909b11149e02fe4ef3`	completed	March 20, 2026, 2:27 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bde0d7fce08190ac1e81b789a8242a`	completed	March 21, 2026, 12:05 a.m.
NEDg	Description generation	`batch_69bdf01ae4848190a1db1801a35aa687`	completed	March 21, 2026, 1:10 a.m.
NED2	Entity disambiguation (via description)	`batch_69bdf06f79488190812e7c55d2456d51`	completed	March 21, 2026, 1:12 a.m.

Created at: March 20, 2026, 1:11 p.m.