Triple

T6015895
Position Surface form Disambiguated ID Type / Status
Subject Lakshmi Sahgal E133948 entity
Predicate birthName P65 FINISHED
Object Lakshmi Swaminathan
Lakshmi Swaminathan, better known as Lakshmi Sahgal, was an Indian freedom fighter and physician who served as a commander in Subhas Chandra Bose’s Indian National Army.
E563868 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: Lakshmi Swaminathan | Statement: [Lakshmi Sahgal, birthName, Lakshmi Swaminathan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lakshmi Swaminathan
Context triple: [Lakshmi Sahgal, birthName, Lakshmi Swaminathan]
  • A. Mina Swaminathan
    Mina Swaminathan was an Indian educationist and early childhood development specialist known for her pioneering work in preschool education and child-centered learning.
  • B. Usha Narayanan
    Usha Narayanan was an Indian social worker and former First Lady of India, known for her advocacy on women's issues and her support of President K. R. Narayanan during his tenure.
  • C. Rohini Somanathan
    Rohini Somanathan is an Indian economist known for her research on development economics, inequality, and public policy, and for her long association with leading academic institutions in India.
  • D. Rohini Hattangadi
    Rohini Hattangadi is an Indian actress acclaimed for her work in theatre, film, and television, notably for her portrayal of Kasturba Gandhi in the film "Gandhi."
  • E. Mythili Raman
    Mythili Raman is an American lawyer and former senior U.S. Department of Justice official who led the Criminal Division as its Assistant Attorney General.
  • 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: Lakshmi Swaminathan
Triple: [Lakshmi Sahgal, birthName, Lakshmi Swaminathan]
Generated description
Lakshmi Swaminathan, better known as Lakshmi Sahgal, was an Indian freedom fighter and physician who served as a commander in Subhas Chandra Bose’s Indian National Army.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lakshmi Swaminathan
Target entity description: Lakshmi Swaminathan, better known as Lakshmi Sahgal, was an Indian freedom fighter and physician who served as a commander in Subhas Chandra Bose’s Indian National Army.
  • A. Mina Swaminathan
    Mina Swaminathan was an Indian educationist and early childhood development specialist known for her pioneering work in preschool education and child-centered learning.
  • B. Usha Narayanan
    Usha Narayanan was an Indian social worker and former First Lady of India, known for her advocacy on women's issues and her support of President K. R. Narayanan during his tenure.
  • C. Rohini Somanathan
    Rohini Somanathan is an Indian economist known for her research on development economics, inequality, and public policy, and for her long association with leading academic institutions in India.
  • D. Rohini Hattangadi
    Rohini Hattangadi is an Indian actress acclaimed for her work in theatre, film, and television, notably for her portrayal of Kasturba Gandhi in the film "Gandhi."
  • E. Mythili Raman
    Mythili Raman is an American lawyer and former senior U.S. Department of Justice official who led the Criminal Division as its Assistant Attorney General.
  • 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_69c0087361a48190905c6b55969852b8 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04f82dd688190ad8882d8fb547cb5 completed March 22, 2026, 8:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1136a4720819092bf2c6a9101c71b completed March 23, 2026, 10:18 a.m.
NEDg Description generation batch_69c113efd9d88190a1ee7bbed4863a11 completed March 23, 2026, 10:20 a.m.
NED2 Entity disambiguation (via description) batch_69c1146097a88190bdd0345da094607e completed March 23, 2026, 10:22 a.m.
Created at: March 22, 2026, 4:06 p.m.