Triple

T4050914
Position Surface form Disambiguated ID Type / Status
Subject Gilead Sciences E84182 entity
Predicate foundedBy P104 FINISHED
Object Paris Panayiotopoulos
Paris Panayiotopoulos is a pharmaceutical and biotechnology executive known for his leadership roles in major global life sciences companies.
 E409691 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: Paris Panayiotopoulos | Statement: [Gilead Sciences, foundedBy, Paris Panayiotopoulos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paris Panayiotopoulos
Context triple: [Gilead Sciences, foundedBy, Paris Panayiotopoulos]
  • A. Andreas Kalvos
    Andreas Kalvos was a 19th-century Greek poet known for his patriotic and lyrical works that bridged neoclassicism and early Romanticism in modern Greek literature.
  • B. Sakis Bessis
    Sakis Bessis is a musician best known as a member of the influential 1960s Greek rock band The Forminx.
  • C. Christos Raches
    Christos Raches is a traditional mountain village on the Greek island of Ikaria, known for its laid-back lifestyle, late-night activity, and role as a cultural hub of the island.
  • D. Alkis Papas
    Alkis Papas was the husband of renowned Greek actress and singer Irene Papas.
  • E. Loucas Haji-Ioannou
    Loucas Haji-Ioannou is a member of the prominent Haji-Ioannou family, known for its shipping and entrepreneurial ventures.
  • 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: Paris Panayiotopoulos
Triple: [Gilead Sciences, foundedBy, Paris Panayiotopoulos]
Generated description
Paris Panayiotopoulos is a pharmaceutical and biotechnology executive known for his leadership roles in major global life sciences companies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paris Panayiotopoulos
Target entity description: Paris Panayiotopoulos is a pharmaceutical and biotechnology executive known for his leadership roles in major global life sciences companies.
  • A. Andreas Kalvos
    Andreas Kalvos was a 19th-century Greek poet known for his patriotic and lyrical works that bridged neoclassicism and early Romanticism in modern Greek literature.
  • B. Sakis Bessis
    Sakis Bessis is a musician best known as a member of the influential 1960s Greek rock band The Forminx.
  • C. Christos Raches
    Christos Raches is a traditional mountain village on the Greek island of Ikaria, known for its laid-back lifestyle, late-night activity, and role as a cultural hub of the island.
  • D. Alkis Papas
    Alkis Papas was the husband of renowned Greek actress and singer Irene Papas.
  • E. Loucas Haji-Ioannou
    Loucas Haji-Ioannou is a member of the prominent Haji-Ioannou family, known for its shipping and entrepreneurial ventures.
  • 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_69aed930bd5c819083e7dcc14fc44f69 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefb8539148190990468c1429be9dd completed March 9, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b55659256081909154569cedd1694a completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b5572b27c48190989311cef00b5f44 completed March 14, 2026, 12:40 p.m.
NED2 Entity disambiguation (via description) batch_69b55b333ffc8190a5df8b8d7bffa77f completed March 14, 2026, 12:57 p.m.
Created at: March 9, 2026, 3:37 p.m.