Triple

T22621252
Position Surface form Disambiguated ID Type / Status
Subject Hema Malini E558285 entity
Predicate givenName P17 FINISHED
Object Hema
Hema is the given name of Hema Malini, a renowned Indian actress, filmmaker, and politician often referred to as Bollywood’s “Dream Girl.”
E1545587 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: Hema | Statement: [Hema Malini, givenName, Hema]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hema
Context triple: [Hema Malini, givenName, Hema]
  • A. Hema
    Hema is a central character in Jhumpa Lahiri’s short story collection "Unaccustomed Earth," representing the experiences and inner conflicts of the Indian diaspora.
  • B. Hema
    Hema is a person known primarily through their relationship with Kaushik, with no widely recognized public profile beyond this context.
  • C. Hema
    Hema are an ethnic group primarily inhabiting parts of northeastern Democratic Republic of the Congo, particularly in and around the former Orientale Province.
  • D. Hema
    Hema is a lesser-known figure in Hindu mythology mentioned as a child of Mandodari, the queen of Lanka and wife of Ravana, in certain later or regional Ramayana traditions.
  • E. Nimrata
    Nimrata is a given name most prominently associated with Nimrata "Nikki" Haley, an American politician and former U.S. ambassador to the United Nations.
  • 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: Hema
Triple: [Hema Malini, givenName, Hema]
Generated description
Hema is the given name of Hema Malini, a renowned Indian actress, filmmaker, and politician often referred to as Bollywood’s “Dream Girl.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hema
Target entity description: Hema is the given name of Hema Malini, a renowned Indian actress, filmmaker, and politician often referred to as Bollywood’s “Dream Girl.”
  • A. Hema
    Hema is a central character in Jhumpa Lahiri’s short story collection "Unaccustomed Earth," representing the experiences and inner conflicts of the Indian diaspora.
  • B. Hema
    Hema is a person known primarily through their relationship with Kaushik, with no widely recognized public profile beyond this context.
  • C. Hema
    Hema are an ethnic group primarily inhabiting parts of northeastern Democratic Republic of the Congo, particularly in and around the former Orientale Province.
  • D. Hema
    Hema is a lesser-known figure in Hindu mythology mentioned as a child of Mandodari, the queen of Lanka and wife of Ravana, in certain later or regional Ramayana traditions.
  • E. Nimrata
    Nimrata is a given name most prominently associated with Nimrata "Nikki" Haley, an American politician and former U.S. ambassador to the United Nations.
  • 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_69e24545a8e08190bfa7482a2c725ff1 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f16e39959481909e0ae67379435f95 completed April 29, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4e055bd48190936acf569afce629 completed May 18, 2026, 5:36 p.m.
NEDg Description generation batch_6a0b4ee959f881908f0c21c49d87026c completed May 18, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_6a0b4fa690a48190a6e025408054605f completed May 18, 2026, 5:43 p.m.
Created at: April 17, 2026, 3 p.m.