Triple
T22420134
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwest Calgary |
E554223
|
entity |
| Predicate | hasLandmark |
P105
|
FINISHED |
| Object |
Marda Loop commercial district
Marda Loop commercial district is a vibrant mixed-use shopping and dining area in Calgary known for its boutiques, restaurants, and community events.
|
E1536499
|
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: Marda Loop commercial district | Statement: [Southwest Calgary, hasLandmark, Marda Loop commercial district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marda Loop commercial district Context triple: [Southwest Calgary, hasLandmark, Marda Loop commercial district]
-
A.
Four Corners shopping district
The Four Corners shopping district is a local commercial hub in Pelham Manor, New York, featuring a concentration of retail stores, services, and eateries that serve the surrounding community.
-
B.
Downtown Center
Downtown Center is an urban Broward College campus location serving students in the heart of downtown with higher-education programs and services.
-
C.
Downtown Center
Downtown Center is a Pensacola State College campus located in downtown Pensacola that offers higher education courses and workforce training programs.
-
D.
Hartz Avenue commercial district
Hartz Avenue commercial district is the main downtown shopping and dining corridor of Danville, California, known for its small-town charm, boutiques, and restaurants.
-
E.
Madison Street business district
The Madison Street business district is a central commercial corridor in Forest Park, Illinois, known for its mix of local shops, restaurants, and neighborhood services.
- 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: Marda Loop commercial district Triple: [Southwest Calgary, hasLandmark, Marda Loop commercial district]
Generated description
Marda Loop commercial district is a vibrant mixed-use shopping and dining area in Calgary known for its boutiques, restaurants, and community events.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marda Loop commercial district Target entity description: Marda Loop commercial district is a vibrant mixed-use shopping and dining area in Calgary known for its boutiques, restaurants, and community events.
-
A.
Four Corners shopping district
The Four Corners shopping district is a local commercial hub in Pelham Manor, New York, featuring a concentration of retail stores, services, and eateries that serve the surrounding community.
-
B.
Downtown Center
Downtown Center is an urban Broward College campus location serving students in the heart of downtown with higher-education programs and services.
-
C.
Downtown Center
Downtown Center is a Pensacola State College campus located in downtown Pensacola that offers higher education courses and workforce training programs.
-
D.
Hartz Avenue commercial district
Hartz Avenue commercial district is the main downtown shopping and dining corridor of Danville, California, known for its small-town charm, boutiques, and restaurants.
-
E.
Madison Street business district
The Madison Street business district is a central commercial corridor in Forest Park, Illinois, known for its mix of local shops, restaurants, and neighborhood services.
- 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_69e11e4f2d0c819091aa3558ea2ee630 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1594a58508190b41fd16c8de5f8b4 |
completed | April 29, 2026, 1:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0af0ee77208190b037b3baea224767 |
completed | May 18, 2026, 10:58 a.m. |
| NEDg | Description generation | batch_6a0b08d42f148190a6dafbd6ef40727a |
completed | May 18, 2026, 12:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b09afe1948190bf7bd09e637e9089 |
completed | May 18, 2026, 12:44 p.m. |
Created at: April 16, 2026, 8:46 p.m.