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.