Triple

T19191431
Position Surface form Disambiguated ID Type / Status
Subject Anant Ambani E469847 entity
Predicate spouse P13 FINISHED
Object Radhika Merchant
Radhika Merchant is an Indian businesswoman and public figure known for her association with the Reliance Industries family and her high-profile marriage to Anant Ambani.
 E1363441 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: Radhika Merchant | Statement: [Anant Ambani, spouse, Radhika Merchant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Radhika Merchant
Context triple: [Anant Ambani, spouse, Radhika Merchant]
  • A. Radhika Roy
    Radhika Roy is an Indian media executive and co-founder of the news network NDTV.
  • B. Sanah Kapur
    Sanah Kapur is an Indian actress known for her supporting role in the film "Shaandaar" and for being part of the Kapur film family.
  • C. Sobhita Dhulipala
    Sobhita Dhulipala is an Indian actress and former model known for her work in Hindi cinema and streaming series such as "Made in Heaven."
  • D. Bhumika Chawla
    Bhumika Chawla is an Indian actress known for her work in Hindi, Telugu, and Tamil films, including notable roles in movies like "Tere Naam" and "Gandhi, My Father."
  • E. Shibani Santurkar
    Shibani Santurkar is a computer scientist and AI researcher known for her work on machine learning robustness and safety, and as a co-founder of the AI safety company Anthropic.
  • 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: Radhika Merchant
Triple: [Anant Ambani, spouse, Radhika Merchant]
Generated description
Radhika Merchant is an Indian businesswoman and public figure known for her association with the Reliance Industries family and her high-profile marriage to Anant Ambani.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Radhika Merchant
Target entity description: Radhika Merchant is an Indian businesswoman and public figure known for her association with the Reliance Industries family and her high-profile marriage to Anant Ambani.
  • A. Radhika Roy
    Radhika Roy is an Indian media executive and co-founder of the news network NDTV.
  • B. Sanah Kapur
    Sanah Kapur is an Indian actress known for her supporting role in the film "Shaandaar" and for being part of the Kapur film family.
  • C. Sobhita Dhulipala
    Sobhita Dhulipala is an Indian actress and former model known for her work in Hindi cinema and streaming series such as "Made in Heaven."
  • D. Bhumika Chawla
    Bhumika Chawla is an Indian actress known for her work in Hindi, Telugu, and Tamil films, including notable roles in movies like "Tere Naam" and "Gandhi, My Father."
  • E. Shibani Santurkar
    Shibani Santurkar is a computer scientist and AI researcher known for her work on machine learning robustness and safety, and as a co-founder of the AI safety company Anthropic.
  • 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_69d8dd0ad9088190a173b32657ae2e7a completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5f8a226dc8190a8a96960a4180298 completed April 20, 2026, 9:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f8be168481908471d062847a444b completed May 15, 2026, 10:43 a.m.
NEDg Description generation batch_6a06f9578a4081908f9a7fa233c4d337 completed May 15, 2026, 10:45 a.m.
NED2 Entity disambiguation (via description) batch_6a06f9b4a6808190a25c2e1f30966dc7 completed May 15, 2026, 10:47 a.m.
Created at: April 10, 2026, 12:07 p.m.