Triple

T7165377
Position Surface form Disambiguated ID Type / Status
Subject Barkat E167054 entity
Predicate fullName P16 FINISHED
Object Abdul Barkat
Abdul Barkat is a Bangladeshi economist and academic known for his research on political economy, poverty, and social justice issues in Bangladesh.
E645535 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: Abdul Barkat | Statement: [Barkat, fullName, Abdul Barkat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abdul Barkat
Context triple: [Barkat, fullName, Abdul Barkat]
  • A. Abdul Ali
    Abdul Ali is a kind-hearted Pakistani migrant worker and key supporting character in the South Korean series "Squid Game."
  • B. Abdul Wahab
    Abdul Wahab, better known by his pen name Sachal Sarmast, was a renowned 18th–19th century Sindhi Sufi poet and mystic celebrated for his multilingual poetry on divine love and unity.
  • C. Achmed Abdullah
    Achmed Abdullah was a Russian-born American writer and screenwriter known for his exotic adventure tales and contributions to early Hollywood cinema.
  • D. Abdul Ghaffar
    Abdul Ghaffar, better known as Khan Abdul Ghaffar Khan or "Frontier Gandhi," was a prominent Pashtun independence activist and close ally of Mahatma Gandhi who led a nonviolent movement against British rule in India.
  • E. Abdul Hafiz Ghoga
    Abdul Hafiz Ghoga is a Libyan lawyer and political figure who served as a leading representative of the anti-Gaddafi opposition during the 2011 Libyan civil war.
  • 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: Abdul Barkat
Triple: [Barkat, fullName, Abdul Barkat]
Generated description
Abdul Barkat is a Bangladeshi economist and academic known for his research on political economy, poverty, and social justice issues in Bangladesh.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abdul Barkat
Target entity description: Abdul Barkat is a Bangladeshi economist and academic known for his research on political economy, poverty, and social justice issues in Bangladesh.
  • A. Abdul Ali
    Abdul Ali is a kind-hearted Pakistani migrant worker and key supporting character in the South Korean series "Squid Game."
  • B. Abdul Wahab
    Abdul Wahab, better known by his pen name Sachal Sarmast, was a renowned 18th–19th century Sindhi Sufi poet and mystic celebrated for his multilingual poetry on divine love and unity.
  • C. Achmed Abdullah
    Achmed Abdullah was a Russian-born American writer and screenwriter known for his exotic adventure tales and contributions to early Hollywood cinema.
  • D. Abdul Ghaffar
    Abdul Ghaffar, better known as Khan Abdul Ghaffar Khan or "Frontier Gandhi," was a prominent Pashtun independence activist and close ally of Mahatma Gandhi who led a nonviolent movement against British rule in India.
  • E. Abdul Hafiz Ghoga
    Abdul Hafiz Ghoga is a Libyan lawyer and political figure who served as a leading representative of the anti-Gaddafi opposition during the 2011 Libyan civil war.
  • 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_69c68888c10c819095e0383020225758 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e832d2548190aacff0de80dbc268 completed March 27, 2026, 8:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7adcc145c8190ba65831ed891a225 completed March 28, 2026, 10:30 a.m.
NEDg Description generation batch_69c7ae9111048190b9d68932b15aeab9 completed March 28, 2026, 10:33 a.m.
NED2 Entity disambiguation (via description) batch_69c7af44076481908d770dd92ed55277 completed March 28, 2026, 10:36 a.m.
Created at: March 27, 2026, 2:47 p.m.