Triple

T15230962
Position Surface form Disambiguated ID Type / Status
Subject Kalpana E363997 entity
Predicate notableBearer P458 FINISHED
Object Kalpana Saroj
Kalpana Saroj is an Indian entrepreneur and former child bride who rose from extreme poverty and caste-based discrimination to become a highly successful business leader, often described as one of the inspirations for the “Slumdog Millionaire” story.
 E1151476 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: Kalpana Saroj | Statement: [Kalpana, notableBearer, Kalpana Saroj]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kalpana Saroj
Context triple: [Kalpana, notableBearer, Kalpana Saroj]
  • A. Kalpana Das
    Kalpana Das is an Indian legal professional known primarily as the wife of Chief Justice of India Dhananjaya Y. Chandrachud.
  • B. Kalpana Pandit
    Kalpana Pandit is an Indian actress, model, and emergency physician known for her work in Hindi and regional films as well as her participation in Indian reality television.
  • C. Kalpana Raghavendar
    Kalpana Raghavendar is an Indian playback singer known for her work in South Indian cinema and for gaining popularity through music reality shows.
  • D. Kalpana Lajmi
    Kalpana Lajmi was an Indian film director, producer, and screenwriter known for her socially conscious, women-centric films in parallel cinema.
  • E. Kalpana
    Kalpana is a feminine given name of Indian origin, notably borne by astronaut Kalpana Chawla.
  • 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: Kalpana Saroj
Triple: [Kalpana, notableBearer, Kalpana Saroj]
Generated description
Kalpana Saroj is an Indian entrepreneur and former child bride who rose from extreme poverty and caste-based discrimination to become a highly successful business leader, often described as one of the inspirations for the “Slumdog Millionaire” story.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kalpana Saroj
Target entity description: Kalpana Saroj is an Indian entrepreneur and former child bride who rose from extreme poverty and caste-based discrimination to become a highly successful business leader, often described as one of the inspirations for the “Slumdog Millionaire” story.
  • A. Kalpana Das
    Kalpana Das is an Indian legal professional known primarily as the wife of Chief Justice of India Dhananjaya Y. Chandrachud.
  • B. Kalpana Pandit
    Kalpana Pandit is an Indian actress, model, and emergency physician known for her work in Hindi and regional films as well as her participation in Indian reality television.
  • C. Kalpana Raghavendar
    Kalpana Raghavendar is an Indian playback singer known for her work in South Indian cinema and for gaining popularity through music reality shows.
  • D. Kalpana Lajmi
    Kalpana Lajmi was an Indian film director, producer, and screenwriter known for her socially conscious, women-centric films in parallel cinema.
  • E. Kalpana
    Kalpana is a feminine given name of Indian origin, notably borne by astronaut Kalpana Chawla.
  • 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0078e27408190bc13c0ca441f5594 completed April 15, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff01de4ccc8190aeac4a6c1ffc08d9 completed May 9, 2026, 9:43 a.m.
NEDg Description generation batch_69ff038901788190b8e3150dc514194d completed May 9, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69ff041924e08190a4068d263de94c95 completed May 9, 2026, 9:53 a.m.
Created at: April 10, 2026, 3:12 a.m.