Triple

T17642442
Position Surface form Disambiguated ID Type / Status
Subject Assumption Convent E429265 entity
Predicate notableAlumni P51 FINISHED
Object Margarita “Tingting” Cojuangco
Margarita “Tingting” Cojuangco is a Filipina socialite, academic, and political figure known for her roles in local governance, peace and security initiatives, and involvement in national politics.
E1281082 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: Margarita “Tingting” Cojuangco | Statement: [Assumption Convent, notableAlumni, Margarita “Tingting” Cojuangco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margarita “Tingting” Cojuangco
Context triple: [Assumption Convent, notableAlumni, Margarita “Tingting” Cojuangco]
  • A. Evangelina Macaraeg
    Evangelina Macaraeg was the First Lady of the Philippines as the wife of former President Diosdado Macapagal.
  • B. Louise Araneta-Marcos
    Louise Araneta-Marcos is a Filipino lawyer and political figure best known as the First Lady of the Philippines and wife of President Ferdinand "Bongbong" Marcos Jr.
  • C. Esperanza Limjap
    Esperanza Limjap was a Filipina notable as the wife of Sergio Osmeña, the fourth President of the Philippines, and a member of a prominent Cebuano family.
  • D. Lourdes Osmeña
    Lourdes Osmeña was a member of the prominent Osmeña political family of the Philippines, known primarily as a daughter of former President Sergio Osmeña.
  • E. Maria Corazon Sumulong Cojuangco
    Maria Corazon Sumulong Cojuangco is the birth name of Corazon C. Aquino, the first female president of the Philippines and a key figure in the country’s restoration of democracy.
  • 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: Margarita “Tingting” Cojuangco
Triple: [Assumption Convent, notableAlumni, Margarita “Tingting” Cojuangco]
Generated description
Margarita “Tingting” Cojuangco is a Filipina socialite, academic, and political figure known for her roles in local governance, peace and security initiatives, and involvement in national politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margarita “Tingting” Cojuangco
Target entity description: Margarita “Tingting” Cojuangco is a Filipina socialite, academic, and political figure known for her roles in local governance, peace and security initiatives, and involvement in national politics.
  • A. Evangelina Macaraeg
    Evangelina Macaraeg was the First Lady of the Philippines as the wife of former President Diosdado Macapagal.
  • B. Louise Araneta-Marcos
    Louise Araneta-Marcos is a Filipino lawyer and political figure best known as the First Lady of the Philippines and wife of President Ferdinand "Bongbong" Marcos Jr.
  • C. Esperanza Limjap
    Esperanza Limjap was a Filipina notable as the wife of Sergio Osmeña, the fourth President of the Philippines, and a member of a prominent Cebuano family.
  • D. Lourdes Osmeña
    Lourdes Osmeña was a member of the prominent Osmeña political family of the Philippines, known primarily as a daughter of former President Sergio Osmeña.
  • E. Maria Corazon Sumulong Cojuangco
    Maria Corazon Sumulong Cojuangco is the birth name of Corazon C. Aquino, the first female president of the Philippines and a key figure in the country’s restoration of democracy.
  • 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_69d889e2c2608190b762e76d9b2262f1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46de645208190a40dcf443f8afd82 completed April 19, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02164ec88c8190a90e2dc06cfc3709 completed May 11, 2026, 5:47 p.m.
NEDg Description generation batch_6a0217ca2ec881908573b0423c3610f7 completed May 11, 2026, 5:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0218636e048190a48bc7f066c7bee1 completed May 11, 2026, 5:56 p.m.
Created at: April 10, 2026, 6:03 a.m.