Triple

T18478461
Position Surface form Disambiguated ID Type / Status
Subject Venkataramanan Balakrishnan E451494 entity
Predicate hasFamilyName P18 FINISHED
Object Balakrishnan
Balakrishnan is an Indian-origin surname commonly used in South India and among the global Indian diaspora.
E1326868 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: Balakrishnan | Statement: [Venkataramanan Balakrishnan, hasFamilyName, Balakrishnan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Balakrishnan
Context triple: [Venkataramanan Balakrishnan, hasFamilyName, Balakrishnan]
  • A. Kumaraswami
    Kumaraswami is the given name of K. Kamaraj, a prominent Indian independence activist and influential Chief Minister of Tamil Nadu.
  • B. Kandaswamy
    Kandaswamy is a form of the Hindu god Murugan (also known as Skanda or Kartikeya), widely revered as a warrior deity and patron god of Tamil people.
  • C. Krishnaswamy
    Krishnaswamy is an Indian given name commonly used in South India, often associated with traditional and scholarly families.
  • D. Soundararajan
    Soundararajan is the husband of Indian politician and former Governor of Telangana, Tamilisai Soundararajan.
  • E. Palaniappan
    Palaniappan is the given name of P. Chidambaram, a prominent Indian politician and former Union Finance Minister.
  • 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: Balakrishnan
Triple: [Venkataramanan Balakrishnan, hasFamilyName, Balakrishnan]
Generated description
Balakrishnan is an Indian-origin surname commonly used in South India and among the global Indian diaspora.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Balakrishnan
Target entity description: Balakrishnan is an Indian-origin surname commonly used in South India and among the global Indian diaspora.
  • A. Kumaraswami
    Kumaraswami is the given name of K. Kamaraj, a prominent Indian independence activist and influential Chief Minister of Tamil Nadu.
  • B. Kandaswamy
    Kandaswamy is a form of the Hindu god Murugan (also known as Skanda or Kartikeya), widely revered as a warrior deity and patron god of Tamil people.
  • C. Krishnaswamy
    Krishnaswamy is an Indian given name commonly used in South India, often associated with traditional and scholarly families.
  • D. Soundararajan
    Soundararajan is the husband of Indian politician and former Governor of Telangana, Tamilisai Soundararajan.
  • E. Palaniappan
    Palaniappan is the given name of P. Chidambaram, a prominent Indian politician and former Union Finance Minister.
  • 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_69d8d38465a0819099b9b42d2a662ac1 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53064a7548190b712a14ad0c7a477 completed April 19, 2026, 7:43 p.m.
NED1 Entity disambiguation (via context triple) batch_6a043f2cada88190991e2e7b0d55de58 completed May 13, 2026, 9:06 a.m.
NEDg Description generation batch_6a0440531f6c8190a080d372d063fb33 completed May 13, 2026, 9:11 a.m.
NED2 Entity disambiguation (via description) batch_6a0441a395688190a376ae5bfe99a30f completed May 13, 2026, 9:17 a.m.
Created at: April 10, 2026, 11:35 a.m.