Triple

T22420140
Position Surface form Disambiguated ID Type / Status
Subject Southwest Calgary E554223 entity
Predicate hasNeighborhood P40 FINISHED
Object Marda Loop
Marda Loop is a vibrant, mixed-use inner-city district in Calgary known for its independent shops, restaurants, and community events.
 E1536503 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 | Statement: [Southwest Calgary, hasNeighborhood, Marda Loop]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marda Loop
Context triple: [Southwest Calgary, hasNeighborhood, Marda Loop]
  • A. Liwa Loop
    Liwa Loop is a high-thrill looping water slide attraction located at Yas Waterworld in Abu Dhabi.
  • B. Pemi Loop
    Pemi Loop is a challenging and popular long-distance hiking circuit in New Hampshire’s White Mountains that links multiple 4,000-foot peaks in a single loop.
  • C. Langerringen
    Langerringen is a municipality in the Swabian region of Bavaria in southern Germany.
  • D. Bell Rock Loop
    Bell Rock Loop is a popular hiking trail in Sedona, Arizona, known for its scenic red rock views and relatively easy, family-friendly terrain.
  • E. Irish Loop
    The Irish Loop is a scenic coastal region and driving route on Newfoundland’s Avalon Peninsula known for its rugged landscapes, small fishing communities, and opportunities for whale and seabird watching.
  • 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
Triple: [Southwest Calgary, hasNeighborhood, Marda Loop]
Generated description
Marda Loop is a vibrant, mixed-use inner-city district in Calgary known for its independent shops, restaurants, and community events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marda Loop
Target entity description: Marda Loop is a vibrant, mixed-use inner-city district in Calgary known for its independent shops, restaurants, and community events.
  • A. Liwa Loop
    Liwa Loop is a high-thrill looping water slide attraction located at Yas Waterworld in Abu Dhabi.
  • B. Pemi Loop
    Pemi Loop is a challenging and popular long-distance hiking circuit in New Hampshire’s White Mountains that links multiple 4,000-foot peaks in a single loop.
  • C. Langerringen
    Langerringen is a municipality in the Swabian region of Bavaria in southern Germany.
  • D. Bell Rock Loop
    Bell Rock Loop is a popular hiking trail in Sedona, Arizona, known for its scenic red rock views and relatively easy, family-friendly terrain.
  • E. Irish Loop
    The Irish Loop is a scenic coastal region and driving route on Newfoundland’s Avalon Peninsula known for its rugged landscapes, small fishing communities, and opportunities for whale and seabird watching.
  • 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.