Triple
T3344965
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oak Cliff |
E70350
|
entity |
| Predicate | hasLandmark |
P105
|
FINISHED |
| Object |
Bishop Arts District
Bishop Arts District is a vibrant, historic neighborhood in Dallas known for its independent shops, restaurants, art galleries, and lively street culture.
|
E70350
|
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: Bishop Arts District | Statement: [Oak Cliff, hasLandmark, Bishop Arts District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bishop Arts District Context triple: [Oak Cliff, hasLandmark, Bishop Arts District]
-
A.
Dallas Arts District
The Dallas Arts District is a vibrant cultural hub in downtown Dallas, Texas, known as one of the largest contiguous urban arts districts in the United States, featuring major museums, performance venues, and arts organizations.
-
B.
Austin Historic District
Austin Historic District is a preserved 19th-century mining-era town center in Austin, Nevada, noted for its historic buildings and role in the state’s silver boom.
-
C.
Cockrell Hill
Cockrell Hill is a small, independent city completely surrounded by the city of Dallas in Dallas County, Texas.
-
D.
Oak Cliff
Oak Cliff is a historic, predominantly residential district in southwest Dallas, Texas, known for its diverse communities, revitalized neighborhoods, and vibrant arts and dining scenes.
-
E.
Frisco Square
Frisco Square is a mixed-use urban center in Frisco, Texas, featuring retail, dining, residential, and civic spaces and serving as a hub for community events and entertainment.
- 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: Bishop Arts District Triple: [Oak Cliff, hasLandmark, Bishop Arts District]
Generated description
Bishop Arts District is a vibrant, historic neighborhood in Dallas known for its independent shops, restaurants, art galleries, and lively street culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bishop Arts District Target entity description: Bishop Arts District is a vibrant, historic neighborhood in Dallas known for its independent shops, restaurants, art galleries, and lively street culture.
-
A.
Dallas Arts District
The Dallas Arts District is a vibrant cultural hub in downtown Dallas, Texas, known as one of the largest contiguous urban arts districts in the United States, featuring major museums, performance venues, and arts organizations.
-
B.
Austin Historic District
Austin Historic District is a preserved 19th-century mining-era town center in Austin, Nevada, noted for its historic buildings and role in the state’s silver boom.
-
C.
Cockrell Hill
Cockrell Hill is a small, independent city completely surrounded by the city of Dallas in Dallas County, Texas.
-
D.
Oak Cliff
chosen
Oak Cliff is a historic, predominantly residential district in southwest Dallas, Texas, known for its diverse communities, revitalized neighborhoods, and vibrant arts and dining scenes.
-
E.
Frisco Square
Frisco Square is a mixed-use urban center in Frisco, Texas, featuring retail, dining, residential, and civic spaces and serving as a hub for community events and entertainment.
- F. None of above.
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_69ad85a405e48190b6e68de7cf9f319e |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb1f36c74819093ef2c74a46c2351 |
completed | March 8, 2026, 5:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b33426f73881908eb0759c47eb08d7 |
completed | March 12, 2026, 9:46 p.m. |
| NEDg | Description generation | batch_69b334e5171c8190a01bb6fef5644825 |
completed | March 12, 2026, 9:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3390c50b08190b6239b5f0d1eb4ba |
completed | March 12, 2026, 10:07 p.m. |
Created at: March 8, 2026, 3:12 p.m.