Triple
T7995869
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Downtown Irving/Heritage Crossing Station |
E186121
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Downtown Irving
Downtown Irving is the historic central district of Irving, Texas, featuring a mix of civic buildings, local businesses, and cultural attractions connected by the city’s transit network.
|
E705326
|
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: Downtown Irving | Statement: [Downtown Irving/Heritage Crossing Station, serves, Downtown Irving]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Downtown Irving Context triple: [Downtown Irving/Heritage Crossing Station, serves, Downtown Irving]
-
A.
Downtown Irving / Heritage Crossing Station
Downtown Irving / Heritage Crossing Station is a major transit center in Irving, Texas, serving as a key connection point between DART’s light rail system and multiple bus routes.
-
B.
Las Colinas, Irving
Las Colinas is a master-planned, mixed-use urban center in Irving, Texas, known for its corporate offices, luxury residential developments, and the Mandalay Canal and Lake Carolyn waterfront areas.
-
C.
Valley Ranch, Irving
Valley Ranch is a master-planned residential and commercial community in Irving, Texas, known for its canals, suburban neighborhoods, and proximity to major Dallas–Fort Worth attractions.
-
D.
Irving, Texas
Irving, Texas is a major city in the Dallas–Fort Worth metropolitan area known for its corporate presence, transportation hubs, and role as a center for business and sports administration.
-
E.
Irving Arts Center
Irving Arts Center is a major cultural complex in Irving, Texas, featuring theaters, galleries, and performance spaces that host a wide range of visual and performing arts events.
- 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: Downtown Irving Triple: [Downtown Irving/Heritage Crossing Station, serves, Downtown Irving]
Generated description
Downtown Irving is the historic central district of Irving, Texas, featuring a mix of civic buildings, local businesses, and cultural attractions connected by the city’s transit network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Downtown Irving Target entity description: Downtown Irving is the historic central district of Irving, Texas, featuring a mix of civic buildings, local businesses, and cultural attractions connected by the city’s transit network.
-
A.
Downtown Irving / Heritage Crossing Station
Downtown Irving / Heritage Crossing Station is a major transit center in Irving, Texas, serving as a key connection point between DART’s light rail system and multiple bus routes.
-
B.
Las Colinas, Irving
Las Colinas is a master-planned, mixed-use urban center in Irving, Texas, known for its corporate offices, luxury residential developments, and the Mandalay Canal and Lake Carolyn waterfront areas.
-
C.
Valley Ranch, Irving
Valley Ranch is a master-planned residential and commercial community in Irving, Texas, known for its canals, suburban neighborhoods, and proximity to major Dallas–Fort Worth attractions.
-
D.
Irving, Texas
Irving, Texas is a major city in the Dallas–Fort Worth metropolitan area known for its corporate presence, transportation hubs, and role as a center for business and sports administration.
-
E.
Irving Arts Center
Irving Arts Center is a major cultural complex in Irving, Texas, featuring theaters, galleries, and performance spaces that host a wide range of visual and performing arts events.
- 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_69ca829c6c308190ab05b43d234c52b2 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3c7547dc8190a60a06b3d61764b0 |
completed | March 31, 2026, 3:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe10d5eb081909f257390094de442 |
completed | March 31, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_69cc46c221848190848c7e017e532a16 |
completed | March 31, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc480d2f40819085046a1d0c9d05e0 |
completed | March 31, 2026, 10:17 p.m. |
Created at: March 30, 2026, 5:17 p.m.