Triple

T13786321
Position Surface form Disambiguated ID Type / Status
Subject Empowerment Zones and Enterprise Communities program E331266 entity
Predicate hasPart P35 FINISHED
Object Enterprise Communities
Enterprise Communities are designated low-income areas that receive targeted federal incentives and support to stimulate economic development, job creation, and community revitalization.
E1062372 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: Enterprise Communities | Statement: [Empowerment Zones and Enterprise Communities program, hasPart, Enterprise Communities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Enterprise Communities
Context triple: [Empowerment Zones and Enterprise Communities program, hasPart, Enterprise Communities]
  • A. Enterprises
    Enterprises are large organizations or corporations that operate at scale, often requiring robust, secure, and scalable data and analytics solutions.
  • B. Enterprise
    Enterprise is the most feature-rich, high-end edition of Microsoft Visual Studio designed for large-scale, complex, and enterprise-level software development.
  • C. Enterprise
    Enterprise is a TechCrunch news section focused on coverage of enterprise technology, software, and IT industry developments.
  • D. Enterprise
    Enterprise is a small city in southeastern Alabama known for its agricultural heritage and the Boll Weevil Monument symbolizing the region’s shift from cotton to peanut farming.
  • E. Enterprise
    Enterprise was NASA’s first Space Shuttle orbiter, built as a test vehicle to validate the shuttle’s design and flight characteristics without ever flying in space.
  • 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: Enterprise Communities
Triple: [Empowerment Zones and Enterprise Communities program, hasPart, Enterprise Communities]
Generated description
Enterprise Communities are designated low-income areas that receive targeted federal incentives and support to stimulate economic development, job creation, and community revitalization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Enterprise Communities
Target entity description: Enterprise Communities are designated low-income areas that receive targeted federal incentives and support to stimulate economic development, job creation, and community revitalization.
  • A. Enterprises
    Enterprises are large organizations or corporations that operate at scale, often requiring robust, secure, and scalable data and analytics solutions.
  • B. Enterprise
    Enterprise was NASA’s first Space Shuttle orbiter, built as a test vehicle to validate the shuttle’s design and flight characteristics without ever flying in space.
  • C. Enterprise
    Enterprise is a science fiction television series in the Star Trek franchise that serves as a prequel to the original Star Trek, exploring humanity’s early deep-space exploration and the origins of the United Federation of Planets.
  • D. Enterprise
    Enterprise is a small community located within Morgan County in the U.S. state of Utah.
  • E. Enterprise
    Enterprise is the most feature-rich, high-end edition of Microsoft Visual Studio designed for large-scale, complex, and enterprise-level software development.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0248db988190aa43c3723af25f90 completed April 14, 2026, 9 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b07d872c81908f912263d8f7c80d completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b230fb448190bc16a1d8732ff76f completed May 3, 2026, 8:38 p.m.
NED2 Entity disambiguation (via description) batch_69f7b2c55e188190b0ea8fa400ff2dfc completed May 3, 2026, 8:40 p.m.
Created at: April 9, 2026, 10:11 p.m.