Triple

T1392283
Position Surface form Disambiguated ID Type / Status
Subject Shame E29985 entity
Predicate hasCharacter P2308 FINISHED
Object Arjumand Harappa
Arjumand Harappa is a central character in Taslima Nasrin’s novel "Shame," representing the struggles of a Bangladeshi Hindu woman facing religious persecution and gender oppression.
E161914 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: Arjumand Harappa | Statement: [Shame, hasCharacter, Arjumand Harappa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arjumand Harappa
Context triple: [Shame, hasCharacter, Arjumand Harappa]
  • A. Mohenjo-daro
    Mohenjo-daro is an ancient Indus Valley Civilization city in present-day Pakistan, renowned for its advanced urban planning, architecture, and archaeological significance.
  • B. Taxila
    Taxila was an ancient city in present-day Pakistan that served as a major center of learning, trade, and administration in South Asia.
  • C. Nowshera
    Nowshera is a city in northern Pakistan known as an important commercial and military center in the Khyber Pakhtunkhwa province.
  • D. Kusumagraj
    Kusumagraj was the pen name of Vishnu Vaman Shirwadkar, a renowned Marathi poet, playwright, and writer celebrated for his contributions to modern Marathi literature and social activism.
  • E. Lalita
    Lalita is a revered aspect of the Hindu goddess Devi, celebrated as a beautiful, benevolent, and playful form of the Divine Mother often associated with Sri Vidya worship.
  • 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: Arjumand Harappa
Triple: [Shame, hasCharacter, Arjumand Harappa]
Generated description
Arjumand Harappa is a central character in Taslima Nasrin’s novel "Shame," representing the struggles of a Bangladeshi Hindu woman facing religious persecution and gender oppression.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arjumand Harappa
Target entity description: Arjumand Harappa is a central character in Taslima Nasrin’s novel "Shame," representing the struggles of a Bangladeshi Hindu woman facing religious persecution and gender oppression.
  • A. Mohenjo-daro
    Mohenjo-daro is an ancient Indus Valley Civilization city in present-day Pakistan, renowned for its advanced urban planning, architecture, and archaeological significance.
  • B. Taxila
    Taxila was an ancient city in present-day Pakistan that served as a major center of learning, trade, and administration in South Asia.
  • C. Nowshera
    Nowshera is a city in northern Pakistan known as an important commercial and military center in the Khyber Pakhtunkhwa province.
  • D. Kusumagraj
    Kusumagraj was the pen name of Vishnu Vaman Shirwadkar, a renowned Marathi poet, playwright, and writer celebrated for his contributions to modern Marathi literature and social activism.
  • E. Lalita
    Lalita is a revered aspect of the Hindu goddess Devi, celebrated as a beautiful, benevolent, and playful form of the Divine Mother often associated with Sri Vidya worship.
  • 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_69a498dc92f8819094a1108f8ac90f43 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c360a7f08190ab7e903764b06fdf completed March 1, 2026, 10:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace56e32608190a03485d7cb5941a8 completed March 8, 2026, 2:56 a.m.
NEDg Description generation batch_69ace6527e088190a1ea0ec178b4e0ce completed March 8, 2026, 3 a.m.
NED2 Entity disambiguation (via description) batch_69ace6b543ec819080a5ddeed0273644 completed March 8, 2026, 3:02 a.m.
Created at: March 1, 2026, 7:59 p.m.