Triple

T636679

Position	Surface form	Disambiguated ID	Type / Status
Subject	Dan Kan	`E16636`	entity
Predicate	areaOfInfluence	`P9`	FINISHED
Object	United States technology sector The United States technology sector is a globally dominant ecosystem of companies, startups, and research institutions driving innovation in software, hardware, the internet, and emerging fields like artificial intelligence and biotechnology.	`E79936`	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: United States technology sector | Statement: [Dan Kan, areaOfInfluence, United States technology sector]

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

Target entity: United States technology sector
Context triple: [Dan Kan, areaOfInfluence, United States technology sector]

A. Silicon Valley
Silicon Valley is a globally renowned technology and innovation hub in Northern California, home to many of the world’s leading tech companies and startups.
B. United States federal securities markets
United States federal securities markets are the nationally regulated platforms and systems where securities such as stocks, bonds, and other financial instruments are issued, traded, and overseen under U.S. federal law.
C. U.S. Department of Commerce
The U.S. Department of Commerce is a federal executive department responsible for promoting economic growth, job creation, and sustainable development through policies, data, and support for businesses and innovation.
D. Dulles Technology Corridor
The Dulles Technology Corridor is a major high-tech and data center hub in Northern Virginia, home to numerous technology companies, internet infrastructure, and federal contractors clustered along the Dulles Toll Road.
E. Silicon Forest
Silicon Forest is a high-tech industry region in and around Portland, Oregon, known for its concentration of electronics, semiconductor, and technology companies.
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: United States technology sector
Triple: [Dan Kan, areaOfInfluence, United States technology sector]

Generated description

The United States technology sector is a globally dominant ecosystem of companies, startups, and research institutions driving innovation in software, hardware, the internet, and emerging fields like artificial intelligence and biotechnology.

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

Target entity: United States technology sector
Target entity description: The United States technology sector is a globally dominant ecosystem of companies, startups, and research institutions driving innovation in software, hardware, the internet, and emerging fields like artificial intelligence and biotechnology.

A. Silicon Valley
Silicon Valley is a globally renowned technology and innovation hub in Northern California, home to many of the world’s leading tech companies and startups.
B. United States federal securities markets
United States federal securities markets are the nationally regulated platforms and systems where securities such as stocks, bonds, and other financial instruments are issued, traded, and overseen under U.S. federal law.
C. U.S. Department of Commerce
The U.S. Department of Commerce is a federal executive department responsible for promoting economic growth, job creation, and sustainable development through policies, data, and support for businesses and innovation.
D. Dulles Technology Corridor
The Dulles Technology Corridor is a major high-tech and data center hub in Northern Virginia, home to numerous technology companies, internet infrastructure, and federal contractors clustered along the Dulles Toll Road.
E. Silicon Forest
Silicon Forest is a high-tech industry region in and around Portland, Oregon, known for its concentration of electronics, semiconductor, and technology companies.
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_69a4936be1c88190af56540324b57da7`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a49ee7fdbc8190858e42bb1bfdb3ff`	completed	March 1, 2026, 8:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a57405d6f48190b55542d50d3a1f22`	completed	March 2, 2026, 11:27 a.m.
NEDg	Description generation	`batch_69a574b91b2c8190a09d837f2462c1b3`	completed	March 2, 2026, 11:30 a.m.
NED2	Entity disambiguation (via description)	`batch_69a5751b2e3081908c4cc5d54fa78e9d`	completed	March 2, 2026, 11:31 a.m.

Created at: March 1, 2026, 7:35 p.m.