Triple

T23433052
Position Surface form Disambiguated ID Type / Status
Subject Tunapuna E563382 entity
Predicate hasMarket P2714 FINISHED
Object Tunapuna market
Tunapuna market is a bustling local marketplace in Tunapuna, Trinidad and Tobago, known for its vibrant atmosphere and wide variety of fresh produce, meats, and street food.
E1587285 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: Tunapuna market | Statement: [Tunapuna, hasMarket, Tunapuna market]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tunapuna market
Context triple: [Tunapuna, hasMarket, Tunapuna market]
  • A. Tongin Market
    Tongin Market is a traditional Korean marketplace in Seoul known for its retro lunchbox café, where visitors use brass coins to buy a variety of small side dishes from different vendors.
  • B. Ekeoha Market
    Ekeoha Market is a major commercial hub in Aba, Nigeria, known for its extensive trade in textiles, footwear, and various consumer goods.
  • C. Lorengau Market
    Lorengau Market is the main local marketplace in Lorengau, Manus Island, Papua New Guinea, where residents trade fresh produce, fish, and everyday goods.
  • D. Punanga Nui Market
    Punanga Nui Market is a bustling open-air marketplace in Avarua, Rarotonga, known for its fresh local produce, handicrafts, food stalls, and vibrant Saturday morning atmosphere.
  • E. Dapitan Market
    Dapitan Market is a well-known bargain hub in Manila popular for affordable goods, school supplies, and student-friendly shopping.
  • 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: Tunapuna market
Triple: [Tunapuna, hasMarket, Tunapuna market]
Generated description
Tunapuna market is a bustling local marketplace in Tunapuna, Trinidad and Tobago, known for its vibrant atmosphere and wide variety of fresh produce, meats, and street food.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tunapuna market
Target entity description: Tunapuna market is a bustling local marketplace in Tunapuna, Trinidad and Tobago, known for its vibrant atmosphere and wide variety of fresh produce, meats, and street food.
  • A. Tongin Market
    Tongin Market is a traditional Korean marketplace in Seoul known for its retro lunchbox café, where visitors use brass coins to buy a variety of small side dishes from different vendors.
  • B. Ekeoha Market
    Ekeoha Market is a major commercial hub in Aba, Nigeria, known for its extensive trade in textiles, footwear, and various consumer goods.
  • C. Lorengau Market
    Lorengau Market is the main local marketplace in Lorengau, Manus Island, Papua New Guinea, where residents trade fresh produce, fish, and everyday goods.
  • D. Punanga Nui Market
    Punanga Nui Market is a bustling open-air marketplace in Avarua, Rarotonga, known for its fresh local produce, handicrafts, food stalls, and vibrant Saturday morning atmosphere.
  • E. Dapitan Market
    Dapitan Market is a well-known bargain hub in Manila popular for affordable goods, school supplies, and student-friendly shopping.
  • 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_69e24553980c8190bb66a2ae0bdab125 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1a5d9f0d48190903f43d044bcf2dd completed April 29, 2026, 6:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c67af2b4081909384d5967cf2672a completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c72171580819097c9f287d501ae7e completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c770386a8819098358513016ae5ab completed May 19, 2026, 2:43 p.m.
Created at: April 17, 2026, 5:49 p.m.