Triple

T14587569
Position Surface form Disambiguated ID Type / Status
Subject Navraj Singh Goraya E342355 entity
Predicate familyName P18 FINISHED
Object Goraya
Goraya is a Punjabi surname commonly associated with people of Indian or Sikh heritage, including the Canadian singer and rapper Navraj Singh Goraya, known professionally as Nav.
 E1107659 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: Goraya | Statement: [Navraj Singh Goraya, familyName, Goraya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Goraya
Context triple: [Navraj Singh Goraya, familyName, Goraya]
  • A. Goura
    Goura is a small village in the Peloponnese region of Greece, known for its traditional stone architecture and mountainous surroundings.
  • B. Gouraya
    Gouraya is a coastal town in northern Algeria known for its Mediterranean shoreline and proximity to the Gouraya National Park’s rugged landscapes.
  • C. Gorie
    Gorie is a small settlement located near Cullingsburgh in the Shetland Islands of Scotland.
  • D. Hauya
    Hauya is a small genus of flowering plants in the evening primrose family, native to mountainous regions of Central and South America.
  • E. Borama
    Borama is a city in northwestern Somalia’s Awdal region, known as a cultural and educational center for the Somali people.
  • 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: Goraya
Triple: [Navraj Singh Goraya, familyName, Goraya]
Generated description
Goraya is a Punjabi surname commonly associated with people of Indian or Sikh heritage, including the Canadian singer and rapper Navraj Singh Goraya, known professionally as Nav.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Goraya
Target entity description: Goraya is a Punjabi surname commonly associated with people of Indian or Sikh heritage, including the Canadian singer and rapper Navraj Singh Goraya, known professionally as Nav.
  • A. Goura
    Goura is a small village in the Peloponnese region of Greece, known for its traditional stone architecture and mountainous surroundings.
  • B. Gouraya
    Gouraya is a coastal town in northern Algeria known for its Mediterranean shoreline and proximity to the Gouraya National Park’s rugged landscapes.
  • C. Gorie
    Gorie is a small settlement located near Cullingsburgh in the Shetland Islands of Scotland.
  • D. Hauya
    Hauya is a small genus of flowering plants in the evening primrose family, native to mountainous regions of Central and South America.
  • E. Borama
    Borama is a city in northwestern Somalia’s Awdal region, known as a cultural and educational center for the Somali people.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb421bb308190a457425429ef6aa5 completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94c1768881909eebb0dae15ac964 completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd95e381948190b162cdd61b4dc353 completed May 8, 2026, 7:50 a.m.
NED2 Entity disambiguation (via description) batch_69fd96b9728081909404c21370bde85b completed May 8, 2026, 7:54 a.m.
Created at: April 10, 2026, 1:24 a.m.