Triple

T15748965
Position Surface form Disambiguated ID Type / Status
Subject San Marcos, California E381795 entity
Predicate hasShoppingArea P4285 FINISHED
Object Nordahl Marketplace
Nordahl Marketplace is a retail shopping center in San Marcos, California, featuring a variety of stores, restaurants, and services.
E1173542 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: Nordahl Marketplace | Statement: [San Marcos, California, hasShoppingArea, Nordahl Marketplace]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nordahl Marketplace
Context triple: [San Marcos, California, hasShoppingArea, Nordahl Marketplace]
  • A. Bayside Marketplace
    Bayside Marketplace is a popular open-air shopping, dining, and entertainment complex located along the waterfront in Miami, Florida.
  • B. Avenue Market
    Avenue Market is a historic public marketplace in Baltimore, Maryland, known for its local food vendors and role as a neighborhood commercial hub.
  • C. Lodgepole Market
    Lodgepole Market is a small convenience and grocery store serving visitors and campers in the Lodgepole Village area of Sequoia National Park.
  • D. The Marketplace
    The Marketplace is a central commercial area where vendors and shoppers gather for buying and selling goods and services.
  • E. The Marketplace
    The Marketplace is a casual dining venue located inside Rivers Casino Des Plaines, offering a variety of quick-service food options to casino guests.
  • 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: Nordahl Marketplace
Triple: [San Marcos, California, hasShoppingArea, Nordahl Marketplace]
Generated description
Nordahl Marketplace is a retail shopping center in San Marcos, California, featuring a variety of stores, restaurants, and services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nordahl Marketplace
Target entity description: Nordahl Marketplace is a retail shopping center in San Marcos, California, featuring a variety of stores, restaurants, and services.
  • A. Bayside Marketplace
    Bayside Marketplace is a popular open-air shopping, dining, and entertainment complex located along the waterfront in Miami, Florida.
  • B. Avenue Market
    Avenue Market is a historic public marketplace in Baltimore, Maryland, known for its local food vendors and role as a neighborhood commercial hub.
  • C. Lodgepole Market
    Lodgepole Market is a small convenience and grocery store serving visitors and campers in the Lodgepole Village area of Sequoia National Park.
  • D. The Marketplace
    The Marketplace is a central commercial area where vendors and shoppers gather for buying and selling goods and services.
  • E. The Marketplace
    The Marketplace is a casual dining venue located inside Rivers Casino Des Plaines, offering a variety of quick-service food options to casino guests.
  • 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_69d86d9e6b44819085d1f6a969ecb74c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0502fd3608190b42e647b9c2b41a1 completed April 16, 2026, 2:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff830b85408190b9ae4d6752524b99 completed May 9, 2026, 6:55 p.m.
NEDg Description generation batch_69ff8388b3588190ae55c123bb19cb2c completed May 9, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_69ff84125e808190a4d465d9effad639 completed May 9, 2026, 6:59 p.m.
Created at: April 10, 2026, 4:46 a.m.