Triple

T8565155
Position Surface form Disambiguated ID Type / Status
Subject Balu Mahendra E202783 entity
Predicate spouse P13 FINISHED
Object Shoba
Shoba was an acclaimed Indian film actress known for her powerful performances in Malayalam and Tamil cinema, whose promising career was cut short by her tragic death at a young age.
 E742945 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: Shoba | Statement: [Balu Mahendra, spouse, Shoba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shoba
Context triple: [Balu Mahendra, spouse, Shoba]
  • A. Sabya
    Sabya is a city in southwestern Saudi Arabia located within the Jazan Region near the Red Sea coast.
  • B. Aruna
    Aruna is a feminine given name most notably borne by Indian independence activist and political leader Aruna Asaf Ali.
  • C. Aruna
    Aruna is a figure in Hindu mythology known as the personified dawn and the divine charioteer who drives the sun god Surya across the sky.
  • D. Ashalata
    Ashalata is a central female character in Rabindranath Tagore’s Bengali novel "Chokher Bali," representing innocence and traditional values amid complex emotional and social conflicts.
  • E. Bimala
    Bimala is the central female protagonist and introspective narrator of Rabindranath Tagore’s novel "The Home and the World," whose personal awakening unfolds amid political and emotional turmoil.
  • 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: Shoba
Triple: [Balu Mahendra, spouse, Shoba]
Generated description
Shoba was an acclaimed Indian film actress known for her powerful performances in Malayalam and Tamil cinema, whose promising career was cut short by her tragic death at a young age.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shoba
Target entity description: Shoba was an acclaimed Indian film actress known for her powerful performances in Malayalam and Tamil cinema, whose promising career was cut short by her tragic death at a young age.
  • A. Sabya
    Sabya is a city in southwestern Saudi Arabia located within the Jazan Region near the Red Sea coast.
  • B. Aruna
    Aruna is a feminine given name most notably borne by Indian independence activist and political leader Aruna Asaf Ali.
  • C. Aruna
    Aruna is a figure in Hindu mythology known as the personified dawn and the divine charioteer who drives the sun god Surya across the sky.
  • D. Ashalata
    Ashalata is a central female character in Rabindranath Tagore’s Bengali novel "Chokher Bali," representing innocence and traditional values amid complex emotional and social conflicts.
  • E. Bimala
    Bimala is the central female protagonist and introspective narrator of Rabindranath Tagore’s novel "The Home and the World," whose personal awakening unfolds amid political and emotional turmoil.
  • 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_69ca8327b0a881908606ff860713964d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe9d2331881909d92ddde90f580e9 completed March 31, 2026, 3:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce89677888819091dfda14ce6baef3 completed April 2, 2026, 3:21 p.m.
NEDg Description generation batch_69ce8c10d774819086437ffeeb1ef25d completed April 2, 2026, 3:32 p.m.
NED2 Entity disambiguation (via description) batch_69ce8d0064fc819095058293e4229f25 completed April 2, 2026, 3:36 p.m.
Created at: March 30, 2026, 6:20 p.m.