Triple

T2967344
Position Surface form Disambiguated ID Type / Status
Subject George A. Olah E80195 entity
Predicate coAuthorWith P398 FINISHED
Object G. K. Surya Prakash
G. K. Surya Prakash is an Indian-American chemist known for his work in hydrocarbon, fluorine, and methanol-based energy chemistry and for his long-term collaboration with Nobel laureate George A. Olah.
E314836 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: G. K. Surya Prakash | Statement: [George A. Olah, coAuthorWith, G. K. Surya Prakash]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: G. K. Surya Prakash
Context triple: [George A. Olah, coAuthorWith, G. K. Surya Prakash]
  • A. K. S. Sudarshan
    K. S. Sudarshan was an Indian activist and ideological leader who served as the Sarsanghchalak (chief) of the Rashtriya Swayamsevak Sangh (RSS), shaping its direction in the early 21st century.
  • B. S. V. Krishnamoorthy Rao
    S. V. Krishnamoorthy Rao was an Indian politician who became the inaugural Deputy Chairman of the Rajya Sabha, the upper house of India’s Parliament.
  • C. Kakarla Tyagabrahmam
    Kakarla Tyagabrahmam, popularly known as Tyagaraja, was a seminal 18th–19th century Carnatic composer and saint whose devotional kritis to Lord Rama are central to South Indian classical music.
  • D. K N Raj
    K. N. Raj was a prominent Indian economist and planner known for his influential role in shaping India’s early development strategy and economic policy.
  • E. T. Prakasam
    T. Prakasam was an Indian freedom fighter, lawyer, and prominent political leader who served as the first Chief Minister of the erstwhile Andhra State.
  • 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: G. K. Surya Prakash
Triple: [George A. Olah, coAuthorWith, G. K. Surya Prakash]
Generated description
G. K. Surya Prakash is an Indian-American chemist known for his work in hydrocarbon, fluorine, and methanol-based energy chemistry and for his long-term collaboration with Nobel laureate George A. Olah.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: G. K. Surya Prakash
Target entity description: G. K. Surya Prakash is an Indian-American chemist known for his work in hydrocarbon, fluorine, and methanol-based energy chemistry and for his long-term collaboration with Nobel laureate George A. Olah.
  • A. K. S. Sudarshan
    K. S. Sudarshan was an Indian activist and ideological leader who served as the Sarsanghchalak (chief) of the Rashtriya Swayamsevak Sangh (RSS), shaping its direction in the early 21st century.
  • B. S. V. Krishnamoorthy Rao
    S. V. Krishnamoorthy Rao was an Indian politician who became the inaugural Deputy Chairman of the Rajya Sabha, the upper house of India’s Parliament.
  • C. Kakarla Tyagabrahmam
    Kakarla Tyagabrahmam, popularly known as Tyagaraja, was a seminal 18th–19th century Carnatic composer and saint whose devotional kritis to Lord Rama are central to South Indian classical music.
  • D. K N Raj
    K. N. Raj was a prominent Indian economist and planner known for his influential role in shaping India’s early development strategy and economic policy.
  • E. T. Prakasam
    T. Prakasam was an Indian freedom fighter, lawyer, and prominent political leader who served as the first Chief Minister of the erstwhile Andhra State.
  • 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_69ad8b14ffe881908ffed62f9595c867 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad996fa4388190abd319c69ee583d9 completed March 8, 2026, 3:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc9fcfa48190a5e23ec1f3f01038 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b100c1bfd48190ab71f460afb096e3 completed March 11, 2026, 5:42 a.m.
NED2 Entity disambiguation (via description) batch_69b10126bd788190b40f3ce1a8a547aa completed March 11, 2026, 5:44 a.m.
Created at: March 8, 2026, 2:58 p.m.