Triple

T22782174
Position Surface form Disambiguated ID Type / Status
Subject Lakshmi Swaminathan E563868 entity
Predicate mother P120 FINISHED
Object Ammu Swaminathan
Ammu Swaminathan was an Indian social worker, freedom fighter, and parliamentarian who played a significant role in the country’s independence movement and early post-independence politics.
 E1553819 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: Ammu Swaminathan | Statement: [Lakshmi Swaminathan, mother, Ammu Swaminathan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ammu Swaminathan
Context triple: [Lakshmi Swaminathan, mother, Ammu Swaminathan]
  • A. Latha Menon
    Latha Menon is a book editor best known for her work on Richard Dawkins’ essay collection "A Devil’s Chaplain."
  • B. Shyamala Gopalan
    Shyamala Gopalan was an Indian-born cancer researcher and civil rights activist best known as the mother of U.S. Vice President Kamala Harris.
  • C. Parvati Nair
    Parvati Nair is an Indian actress and model known for her work in South Indian cinema, particularly in Malayalam and Tamil films.
  • D. Sunetra Sastry
    Sunetra Sastry is a British makeup artist best known for her long-term marriage to comedian and actor Rowan Atkinson.
  • E. Jayalakshmi Seshan
    Jayalakshmi Seshan is known as the wife of T. N. Seshan, the prominent former Chief Election Commissioner of India.
  • 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: Ammu Swaminathan
Triple: [Lakshmi Swaminathan, mother, Ammu Swaminathan]
Generated description
Ammu Swaminathan was an Indian social worker, freedom fighter, and parliamentarian who played a significant role in the country’s independence movement and early post-independence politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ammu Swaminathan
Target entity description: Ammu Swaminathan was an Indian social worker, freedom fighter, and parliamentarian who played a significant role in the country’s independence movement and early post-independence politics.
  • A. Latha Menon
    Latha Menon is a book editor best known for her work on Richard Dawkins’ essay collection "A Devil’s Chaplain."
  • B. Shyamala Gopalan
    Shyamala Gopalan was an Indian-born cancer researcher and civil rights activist best known as the mother of U.S. Vice President Kamala Harris.
  • C. Parvati Nair
    Parvati Nair is an Indian actress and model known for her work in South Indian cinema, particularly in Malayalam and Tamil films.
  • D. Sunetra Sastry
    Sunetra Sastry is a British makeup artist best known for her long-term marriage to comedian and actor Rowan Atkinson.
  • E. Jayalakshmi Seshan
    Jayalakshmi Seshan is known as the wife of T. N. Seshan, the prominent former Chief Election Commissioner of India.
  • 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_69e2455500788190b4b33030461f3bbd completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17c2dd250819093a5c49806916ec4 completed April 29, 2026, 3:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b98291e208190be3e92b57cf2fccd completed May 18, 2026, 10:52 p.m.
NEDg Description generation batch_6a0b992ef5d0819081957a9633260400 completed May 18, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_6a0b9a1129c8819084163353accc7e14 completed May 18, 2026, 11 p.m.
Created at: April 17, 2026, 3:28 p.m.