Triple

T6967972
Position Surface form Disambiguated ID Type / Status
Subject Golden Age of Hindi cinema E161533 entity
Predicate notablePlaybackSinger P601 FINISHED
Object Talat Mahmood
Talat Mahmood was a renowned Indian playback singer and ghazal vocalist, celebrated for his velvety voice and soulful, romantic songs in mid-20th-century Hindi cinema.
E690170 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: Talat Mahmood | Statement: [Golden Age of Hindi cinema, notablePlaybackSinger, Talat Mahmood]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Talat Mahmood
Context triple: [Golden Age of Hindi cinema, notablePlaybackSinger, Talat Mahmood]
  • A. Mohammed Rafi
    Mohammed Rafi was a legendary Indian playback singer renowned for his extraordinary vocal range and versatility, who became one of the most iconic voices in Hindi cinema.
  • B. Aftab Iqbal
    Aftab Iqbal was the son of the renowned philosopher-poet Allama Muhammad Iqbal and a Pakistani academic and literary figure in his own right.
  • C. Kishore Kumar
    Kishore Kumar was a legendary Indian playback singer, actor, and music composer renowned for his versatile voice and iconic songs in Hindi cinema.
  • D. Udit Narayan
    Udit Narayan is a renowned Indian playback singer celebrated for his melodious voice and numerous hit songs in Bollywood films since the 1980s.
  • E. Naushad
    Naushad was a legendary Indian film music director and composer renowned for his classical-based scores in Hindi cinema’s golden era.
  • 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: Talat Mahmood
Triple: [Golden Age of Hindi cinema, notablePlaybackSinger, Talat Mahmood]
Generated description
Talat Mahmood was a renowned Indian playback singer and ghazal vocalist, celebrated for his velvety voice and soulful, romantic songs in mid-20th-century Hindi cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Talat Mahmood
Target entity description: Talat Mahmood was a renowned Indian playback singer and ghazal vocalist, celebrated for his velvety voice and soulful, romantic songs in mid-20th-century Hindi cinema.
  • A. Mohammed Rafi
    Mohammed Rafi was a legendary Indian playback singer renowned for his extraordinary vocal range and versatility, who became one of the most iconic voices in Hindi cinema.
  • B. Aftab Iqbal
    Aftab Iqbal was the son of the renowned philosopher-poet Allama Muhammad Iqbal and a Pakistani academic and literary figure in his own right.
  • C. Kishore Kumar
    Kishore Kumar was a legendary Indian playback singer, actor, and music composer renowned for his versatile voice and iconic songs in Hindi cinema.
  • D. Udit Narayan
    Udit Narayan is a renowned Indian playback singer celebrated for his melodious voice and numerous hit songs in Bollywood films since the 1980s.
  • E. Naushad
    Naushad was a legendary Indian film music director and composer renowned for his classical-based scores in Hindi cinema’s golden era.
  • 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_69c68853cff881908439d488924a8283 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e1d144648190b7e6558246b013e3 completed March 27, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c91f3e6cec8190ad66e8f4feb6b911 completed March 29, 2026, 12:46 p.m.
NEDg Description generation batch_69c9206a41388190a40a5bf39ab50e0d completed March 29, 2026, 12:51 p.m.
NED2 Entity disambiguation (via description) batch_69c920bcd7a0819096bcc4cb36e6c4f3 completed March 29, 2026, 12:53 p.m.
Created at: March 27, 2026, 2:30 p.m.