Triple
T12223227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | R Line (Denver light rail) |
E291272
|
entity |
| Predicate | connectsToEmploymentCenters |
P89338
|
FINISHED |
| Object |
Denver Tech Center area
The Denver Tech Center area is a major business and technology hub in southeast Denver, known for its concentration of corporate offices, tech companies, and commercial developments.
|
E968807
|
NE FINISHED |
How this triple was built (5 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: Denver Tech Center area | Statement: [R Line (Denver light rail), connectsToEmploymentCenters, Denver Tech Center area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Denver Tech Center area Context triple: [R Line (Denver light rail), connectsToEmploymentCenters, Denver Tech Center area]
-
A.
Fremont region
The Fremont region was a prehistoric cultural area in what is now the U.S. Great Basin, known for its distinctive rock art, pit houses, and mixed farming–foraging lifestyle.
-
B.
Denver Auraria neighborhood
The Denver Auraria neighborhood is a historic district near downtown Denver that now serves as a major educational and cultural hub, home to the Auraria Campus shared by several colleges and universities.
-
C.
Denver’s Golden Triangle Creative District
Denver’s Golden Triangle Creative District is a downtown neighborhood known for its dense concentration of museums, galleries, cultural institutions, and creative businesses.
-
D.
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.
-
E.
Bayview Heights area of San Francisco
The Bayview Heights area of San Francisco is a southeastern residential and industrial neighborhood known for its hillside views, diverse community, and proximity to former Candlestick Park.
- 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: Denver Tech Center area Triple: [R Line (Denver light rail), connectsToEmploymentCenters, Denver Tech Center area]
Generated description
The Denver Tech Center area is a major business and technology hub in southeast Denver, known for its concentration of corporate offices, tech companies, and commercial developments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Denver Tech Center area Target entity description: The Denver Tech Center area is a major business and technology hub in southeast Denver, known for its concentration of corporate offices, tech companies, and commercial developments.
-
A.
Fremont region
The Fremont region was a prehistoric cultural area in what is now the U.S. Great Basin, known for its distinctive rock art, pit houses, and mixed farming–foraging lifestyle.
-
B.
Denver Auraria neighborhood
The Denver Auraria neighborhood is a historic district near downtown Denver that now serves as a major educational and cultural hub, home to the Auraria Campus shared by several colleges and universities.
-
C.
Denver’s Golden Triangle Creative District
Denver’s Golden Triangle Creative District is a downtown neighborhood known for its dense concentration of museums, galleries, cultural institutions, and creative businesses.
-
D.
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.
-
E.
Bayview Heights area of San Francisco
The Bayview Heights area of San Francisco is a southeastern residential and industrial neighborhood known for its hillside views, diverse community, and proximity to former Candlestick Park.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: connectsToEmploymentCenters Context triple: [R Line (Denver light rail), connectsToEmploymentCenters, Denver Tech Center area]
-
A.
connectsToUrbanCenter
Indicates that one entity has a direct or functional linkage to an urban center, such as through infrastructure, services, or regular interaction.
-
B.
hasRegionalCenterNearby
Indicates that a regional center is located in close proximity to the referenced entity.
-
C.
connectedToPlace
chosen
Indicates that one entity has a spatial, functional, or relational link or association with a specific place.
-
D.
isUnemployedAtStartOf
Indicates that an individual is unemployed at the beginning of a specified time period or event.
-
E.
employedThrough
Indicates that an entity holds a job or work position by means of, or via the arrangement of, another entity (such as an agency, contractor, or intermediary).
- F. None of above.
Provenance (6 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_69d6ab668acc8190963ba424049d6aee |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d920e312708190b4aede2e21f5f697 |
completed | April 10, 2026, 4:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f60aa6d3d481909852a6f2f90d7a41 |
completed | May 2, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69f60c06e4c08190985114da9317e8fd |
completed | May 2, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f60c99de9881909ef87b878ac346fc |
completed | May 2, 2026, 2:39 p.m. |
| PD | Predicate disambiguation | batch_69d91c3d669c81908eea7ad61122d275 |
completed | April 10, 2026, 3:50 p.m. |
Created at: April 8, 2026, 9:51 p.m.