Triple

T11739593
Position Surface form Disambiguated ID Type / Status
Subject Janata Party E279116 entity
Predicate notableLeader P304 FINISHED
Object Madhu Limaye
Madhu Limaye was an Indian socialist leader, parliamentarian, and prominent intellectual known for his principled opposition to authoritarianism and his key role in shaping non-Congress politics in the 1960s and 1970s.
E948799 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: Madhu Limaye | Statement: [Janata Party, notableLeader, Madhu Limaye]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madhu Limaye
Context triple: [Janata Party, notableLeader, Madhu Limaye]
  • A. 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."
  • B. Sudha Kulkarni
    Sudha Kulkarni, better known as Sudha Murty, is an Indian author, philanthropist, and former chairperson of Infosys Foundation renowned for her social work and popular writings in English and Kannada.
  • 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. Sitara Ghattamaneni
    Sitara Ghattamaneni is the daughter of Telugu film star Mahesh Babu and has gained public attention in India as a popular star kid and social media personality.
  • E. Sukanya Rajan
    Sukanya Rajan is the widow of legendary Indian sitar virtuoso Ravi Shankar and the mother of musician Anoushka Shankar.
  • 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: Madhu Limaye
Triple: [Janata Party, notableLeader, Madhu Limaye]
Generated description
Madhu Limaye was an Indian socialist leader, parliamentarian, and prominent intellectual known for his principled opposition to authoritarianism and his key role in shaping non-Congress politics in the 1960s and 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madhu Limaye
Target entity description: Madhu Limaye was an Indian socialist leader, parliamentarian, and prominent intellectual known for his principled opposition to authoritarianism and his key role in shaping non-Congress politics in the 1960s and 1970s.
  • A. 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."
  • B. Sudha Kulkarni
    Sudha Kulkarni, better known as Sudha Murty, is an Indian author, philanthropist, and former chairperson of Infosys Foundation renowned for her social work and popular writings in English and Kannada.
  • 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. Sitara Ghattamaneni
    Sitara Ghattamaneni is the daughter of Telugu film star Mahesh Babu and has gained public attention in India as a popular star kid and social media personality.
  • E. Sukanya Rajan
    Sukanya Rajan is the widow of legendary Indian sitar virtuoso Ravi Shankar and the mother of musician Anoushka Shankar.
  • 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_69d6aaffec6881908bead509e8621742 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a4f025f88190a39280806c9d7c33 completed April 10, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69f1308339ac8190b579a8c1bee2a2c2 completed April 28, 2026, 10:11 p.m.
NEDg Description generation batch_69f138b5f8988190a7ff95095eafd0b1 completed April 28, 2026, 10:46 p.m.
NED2 Entity disambiguation (via description) batch_69f14e9b30a88190a054961a2f7fc80d completed April 29, 2026, 12:19 a.m.
Created at: April 8, 2026, 9:41 p.m.