Triple

T8585247
Position Surface form Disambiguated ID Type / Status
Subject Yusuf Hamied E203289 entity
Predicate parent P120 FINISHED
Object K. A. Hamied
K. A. Hamied was an Indian chemist, freedom fighter, and entrepreneur who founded the pharmaceutical company Cipla and played a key role in making medicines affordable in India.
E744363 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: K. A. Hamied | Statement: [Yusuf Hamied, parent, K. A. Hamied]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: K. A. Hamied
Context triple: [Yusuf Hamied, parent, K. A. Hamied]
  • A. Yusuf Hamied
    Yusuf Hamied is an Indian scientist and businessman best known as the longtime chairman of Cipla and for his role in making affordable generic medicines, particularly HIV/AIDS drugs, widely available in developing countries.
  • B. K. F. Rustamji
    K. F. Rustamji was a distinguished Indian police officer and security expert who became the founding chief of the Border Security Force and played a key role in shaping India’s border management and internal security framework.
  • C. Barry M. Trost
    Barry M. Trost is an American organic chemist renowned for pioneering the concept of atom economy and developing highly efficient catalytic reactions in synthetic chemistry.
  • D. K. C. Nicolaou
    K. C. Nicolaou is a renowned Cypriot-American chemist celebrated for his pioneering work in the total synthesis of complex natural products and major contributions to organic chemistry.
  • E. Samuel J. Danishefsky
    Samuel J. Danishefsky is an American chemist renowned for his pioneering work in complex natural product synthesis and contributions to medicinal chemistry.
  • 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: K. A. Hamied
Triple: [Yusuf Hamied, parent, K. A. Hamied]
Generated description
K. A. Hamied was an Indian chemist, freedom fighter, and entrepreneur who founded the pharmaceutical company Cipla and played a key role in making medicines affordable in India.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: K. A. Hamied
Target entity description: K. A. Hamied was an Indian chemist, freedom fighter, and entrepreneur who founded the pharmaceutical company Cipla and played a key role in making medicines affordable in India.
  • A. Yusuf Hamied
    Yusuf Hamied is an Indian scientist and businessman best known as the longtime chairman of Cipla and for his role in making affordable generic medicines, particularly HIV/AIDS drugs, widely available in developing countries.
  • B. K. F. Rustamji
    K. F. Rustamji was a distinguished Indian police officer and security expert who became the founding chief of the Border Security Force and played a key role in shaping India’s border management and internal security framework.
  • C. Barry M. Trost
    Barry M. Trost is an American organic chemist renowned for pioneering the concept of atom economy and developing highly efficient catalytic reactions in synthetic chemistry.
  • D. K. C. Nicolaou
    K. C. Nicolaou is a renowned Cypriot-American chemist celebrated for his pioneering work in the total synthesis of complex natural products and major contributions to organic chemistry.
  • E. Samuel J. Danishefsky
    Samuel J. Danishefsky is an American chemist renowned for his pioneering work in complex natural product synthesis and contributions to medicinal chemistry.
  • 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_69ca8329bb7c8190a63c643730839103 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc457ab8b08190a53c730417288deb completed March 31, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce89c3421881908cfecba9a330b9c7 completed April 2, 2026, 3:22 p.m.
NEDg Description generation batch_69ce8d893cb48190ac5f8a38b21d016c completed April 2, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_69ce91659b948190ad2c486b5dfa0a94 completed April 2, 2026, 3:55 p.m.
Created at: March 30, 2026, 6:22 p.m.