Triple

T17596026
Position Surface form Disambiguated ID Type / Status
Subject Paniqui, Tarlac, Philippines E428574 entity
Predicate hasNotablePerson P304 FINISHED
Object Francisco Tongio Liongson
Francisco Tongio Liongson was a Filipino physician and politician from Tarlac who served as a senator during the early 20th century.
 E1284335 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: Francisco Tongio Liongson | Statement: [Paniqui, Tarlac, Philippines, hasNotablePerson, Francisco Tongio Liongson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Francisco Tongio Liongson
Context triple: [Paniqui, Tarlac, Philippines, hasNotablePerson, Francisco Tongio Liongson]
  • A. Paulino Sanchez Uy
    Paulino Sanchez Uy is a prominent Filipino Catholic Church leader recognized for his significant role in the religious leadership of the Philippines.
  • B. Braulio E. Dujali
    Braulio E. Dujali is a municipality in the province of Davao del Norte in the Philippines, known for its predominantly agricultural economy and rural communities.
  • C. Aurelio Tolentino
    Aurelio Tolentino was a prominent Filipino playwright, novelist, and nationalist known for his influential works in Kapampangan and Tagalog literature during the late Spanish and early American colonial periods.
  • D. Enrique Mendiola
    Enrique Mendiola was a notable Filipino educator and public servant after whom Mendiola Street in Manila was named.
  • E. Francisco G. Sada
    Francisco G. Sada was a Mexican businessman best known as the founder of FEMSA, one of Latin America’s largest beverage and retail companies.
  • 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: Francisco Tongio Liongson
Triple: [Paniqui, Tarlac, Philippines, hasNotablePerson, Francisco Tongio Liongson]
Generated description
Francisco Tongio Liongson was a Filipino physician and politician from Tarlac who served as a senator during the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Francisco Tongio Liongson
Target entity description: Francisco Tongio Liongson was a Filipino physician and politician from Tarlac who served as a senator during the early 20th century.
  • A. Paulino Sanchez Uy
    Paulino Sanchez Uy is a prominent Filipino Catholic Church leader recognized for his significant role in the religious leadership of the Philippines.
  • B. Braulio E. Dujali
    Braulio E. Dujali is a municipality in the province of Davao del Norte in the Philippines, known for its predominantly agricultural economy and rural communities.
  • C. Aurelio Tolentino
    Aurelio Tolentino was a prominent Filipino playwright, novelist, and nationalist known for his influential works in Kapampangan and Tagalog literature during the late Spanish and early American colonial periods.
  • D. Enrique Mendiola
    Enrique Mendiola was a notable Filipino educator and public servant after whom Mendiola Street in Manila was named.
  • E. Francisco G. Sada
    Francisco G. Sada was a Mexican businessman best known as the founder of FEMSA, one of Latin America’s largest beverage and retail companies.
  • 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_69d889e1030481909950e140c63255b9 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e469ead59c8190a06519311891af3c completed April 19, 2026, 5:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02300f2eb88190b5faead6b15cd9b7 completed May 11, 2026, 7:37 p.m.
NEDg Description generation batch_6a0231835c748190b6908d6ddb5f25b4 completed May 11, 2026, 7:44 p.m.
NED2 Entity disambiguation (via description) batch_6a0232033f788190b0be2d3976ed57e4 completed May 11, 2026, 7:46 p.m.
Created at: April 10, 2026, 5:51 a.m.