Triple

T4595442
Position Surface form Disambiguated ID Type / Status
Subject Ravi Bhalla E100191 entity
Predicate spouse P13 FINISHED
Object Bindu Bhalla
Bindu Bhalla is the wife of Hoboken, New Jersey mayor Ravi Bhalla and a member of the city’s prominent Sikh-American first family.
 E458375 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: Bindu Bhalla | Statement: [Ravi Bhalla, spouse, Bindu Bhalla]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bindu Bhalla
Context triple: [Ravi Bhalla, spouse, Bindu Bhalla]
  • A. Umeed Rai
    Umeed Rai is the fictional narrator and central storyteller of Salman Rushdie’s novel "The Ground Beneath Her Feet."
  • B. Tinku Jain
    Tinku Jain is known as the spouse of Ajit Jain, the prominent Berkshire Hathaway insurance executive and close associate of Warren Buffett.
  • C. Jyoti Bansal
    Jyoti Bansal is an Indian-American entrepreneur and technologist best known for founding the application performance management company AppDynamics, which was acquired by Cisco for billions of dollars.
  • D. Raj Kaur
    Raj Kaur was the mother of Maharaja Ranjit Singh, the founder of the Sikh Empire in the early 19th century.
  • E. Sumedha Kailash
    Sumedha Kailash is an Indian child rights activist known for her work alongside her husband, Nobel laureate Kailash Satyarthi, in rescuing and rehabilitating bonded and exploited children.
  • 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: Bindu Bhalla
Triple: [Ravi Bhalla, spouse, Bindu Bhalla]
Generated description
Bindu Bhalla is the wife of Hoboken, New Jersey mayor Ravi Bhalla and a member of the city’s prominent Sikh-American first family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bindu Bhalla
Target entity description: Bindu Bhalla is the wife of Hoboken, New Jersey mayor Ravi Bhalla and a member of the city’s prominent Sikh-American first family.
  • A. Umeed Rai
    Umeed Rai is the fictional narrator and central storyteller of Salman Rushdie’s novel "The Ground Beneath Her Feet."
  • B. Tinku Jain
    Tinku Jain is known as the spouse of Ajit Jain, the prominent Berkshire Hathaway insurance executive and close associate of Warren Buffett.
  • C. Jyoti Bansal
    Jyoti Bansal is an Indian-American entrepreneur and technologist best known for founding the application performance management company AppDynamics, which was acquired by Cisco for billions of dollars.
  • D. Raj Kaur
    Raj Kaur was the mother of Maharaja Ranjit Singh, the founder of the Sikh Empire in the early 19th century.
  • E. Sumedha Kailash
    Sumedha Kailash is an Indian child rights activist known for her work alongside her husband, Nobel laureate Kailash Satyarthi, in rescuing and rehabilitating bonded and exploited children.
  • 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_69bd43cbc014819098b45f435908f88a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd593f25888190a4f219e4da494764 completed March 20, 2026, 2:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa4552148190be200be028ef3fdd completed March 21, 2026, 1:54 a.m.
NEDg Description generation batch_69bdfb36a18481908bb566db970b101a completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfbc9bea48190a8a0bf13c6fa7191 completed March 21, 2026, 2 a.m.
Created at: March 20, 2026, 1:11 p.m.