Triple

T4595412
Position Surface form Disambiguated ID Type / Status
Subject Ravi Bhalla E100191 entity
Predicate familyName P18 FINISHED
Object Bhalla
Bhalla is an Indian surname commonly found among people of Punjabi and North Indian origin.
 E458373 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: Bhalla | Statement: [Ravi Bhalla, familyName, Bhalla]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bhalla
Context triple: [Ravi Bhalla, familyName, Bhalla]
  • A. Bala
    Bala is a small historic market town in Gwynedd, Wales, best known for its proximity to Llyn Tegid (Bala Lake), the largest natural lake in Wales.
  • B. Kharia
    Kharia is an Austroasiatic tribal language spoken primarily by the Kharia people in eastern-central India, especially in the state of Jharkhand.
  • C. Bonda
    Bonda is an archaeological site associated with the pre-Columbian Tairona culture in northern Colombia.
  • D. Barshaini
    Barshaini is a small Himalayan village in Himachal Pradesh, India, that serves as a popular base and trailhead for treks into the Parvati Valley and surrounding high-altitude landscapes.
  • E. Bhyrappa
    Bhyrappa is an Indian surname most prominently associated with S. L. Bhyrappa, a renowned Kannada novelist and philosopher.
  • 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: Bhalla
Triple: [Ravi Bhalla, familyName, Bhalla]
Generated description
Bhalla is an Indian surname commonly found among people of Punjabi and North Indian origin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bhalla
Target entity description: Bhalla is an Indian surname commonly found among people of Punjabi and North Indian origin.
  • A. Bala
    Bala is a small historic market town in Gwynedd, Wales, best known for its proximity to Llyn Tegid (Bala Lake), the largest natural lake in Wales.
  • B. Kharia
    Kharia is an Austroasiatic tribal language spoken primarily by the Kharia people in eastern-central India, especially in the state of Jharkhand.
  • C. Bonda
    Bonda is an archaeological site associated with the pre-Columbian Tairona culture in northern Colombia.
  • D. Barshaini
    Barshaini is a small Himalayan village in Himachal Pradesh, India, that serves as a popular base and trailhead for treks into the Parvati Valley and surrounding high-altitude landscapes.
  • E. Bhyrappa
    Bhyrappa is an Indian surname most prominently associated with S. L. Bhyrappa, a renowned Kannada novelist and philosopher.
  • 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.