Triple

T3136906
Position Surface form Disambiguated ID Type / Status
Subject Nikki Haley E65553 entity
Predicate familyName P18 FINISHED
Object Randhawa
Randhawa is an Indian-origin Punjabi surname notably borne by American politician Nikki Haley.
 E348359 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: Randhawa | Statement: [Nikki Haley, familyName, Randhawa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Randhawa
Context triple: [Nikki Haley, familyName, Randhawa]
  • A. Rupnagar
    Rupnagar is a historic town in the Indian state of Punjab, known as one of the earliest Indus Valley Civilization sites and an important regional administrative and cultural center.
  • B. Talwandi
    Talwandi, historically known as Rai Bhoi di Talwandi and now called Nankana Sahib in Pakistan, is the town revered as the birthplace of Sikhism’s founder, Guru Nanak.
  • C. Nawanshahr
    Nawanshahr is a town and district headquarters in the Doaba region of Punjab, India, known for its agricultural base and significant Punjabi diaspora.
  • D. Sonipat
    Sonipat is a rapidly developing city in the northern Indian state of Haryana that forms part of the extended urban and economic area around Delhi.
  • E. Chamkaur
    Chamkaur is a historic town in Punjab, India, renowned as the site of the Battle of Chamkaur where Guru Gobind Singh and his followers fought the Mughal forces.
  • 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: Randhawa
Triple: [Nikki Haley, familyName, Randhawa]
Generated description
Randhawa is an Indian-origin Punjabi surname notably borne by American politician Nikki Haley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Randhawa
Target entity description: Randhawa is an Indian-origin Punjabi surname notably borne by American politician Nikki Haley.
  • A. Rupnagar
    Rupnagar is a historic town in the Indian state of Punjab, known as one of the earliest Indus Valley Civilization sites and an important regional administrative and cultural center.
  • B. Talwandi
    Talwandi, historically known as Rai Bhoi di Talwandi and now called Nankana Sahib in Pakistan, is the town revered as the birthplace of Sikhism’s founder, Guru Nanak.
  • C. Nawanshahr
    Nawanshahr is a town and district headquarters in the Doaba region of Punjab, India, known for its agricultural base and significant Punjabi diaspora.
  • D. Sonipat
    Sonipat is a rapidly developing city in the northern Indian state of Haryana that forms part of the extended urban and economic area around Delhi.
  • E. Chamkaur
    Chamkaur is a historic town in Punjab, India, renowned as the site of the Battle of Chamkaur where Guru Gobind Singh and his followers fought the Mughal forces.
  • 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_69ad8581c25c8190b0d85ba9b9baa531 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada564eacc8190a54d07b4eb31c196 completed March 8, 2026, 4:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a4da4b48190987aa1c1f5f61fd9 completed March 12, 2026, 7:55 p.m.
NEDg Description generation batch_69b31c33fc3c8190b5af3f38206736de completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31c9f48788190bdf4b4ce47e1e5b5 completed March 12, 2026, 8:05 p.m.
Created at: March 8, 2026, 3:05 p.m.