Triple
T17642440
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Assumption Convent |
E429265
|
entity |
| Predicate | notableAlumni |
P51
|
FINISHED |
| Object |
Luli Arroyo-Bernas
Luli Arroyo-Bernas is a Filipino public figure known as the daughter of former Philippine President Gloria Macapagal Arroyo and for her involvement in civic and social initiatives.
|
E1350395
|
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: Luli Arroyo-Bernas | Statement: [Assumption Convent, notableAlumni, Luli Arroyo-Bernas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Luli Arroyo-Bernas Context triple: [Assumption Convent, notableAlumni, Luli Arroyo-Bernas]
-
A.
Cristina Villanueva
Cristina Villanueva is known as the wife of Eraño G. Manalo, the late Executive Minister of the Iglesia ni Cristo, a major Philippine-based Christian church.
-
B.
Marisabel Rodríguez
Marisabel Rodríguez is a Venezuelan journalist and former First Lady of Venezuela, known for her marriage to President Hugo Chávez and her involvement in the country’s political and social life during his early years in power.
-
C.
Pilar Salazar
Pilar Salazar is a main supporting character in the teen drama series "Love, Victor," known as Victor's younger sister who navigates her own personal and family struggles.
-
D.
Mónica Burgos
Mónica Burgos was a Brazilian-born restaurant owner whose high-profile 2010 murder in Mexico drew international media attention, particularly due to the involvement of her husband, television producer Bruce Beresford-Redman.
-
E.
María Valenzuela
María Valenzuela is an Argentine actress known for her extensive work in television, film, and theater across several decades.
- 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: Luli Arroyo-Bernas Triple: [Assumption Convent, notableAlumni, Luli Arroyo-Bernas]
Generated description
Luli Arroyo-Bernas is a Filipino public figure known as the daughter of former Philippine President Gloria Macapagal Arroyo and for her involvement in civic and social initiatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Luli Arroyo-Bernas Target entity description: Luli Arroyo-Bernas is a Filipino public figure known as the daughter of former Philippine President Gloria Macapagal Arroyo and for her involvement in civic and social initiatives.
-
A.
Cristina Villanueva
Cristina Villanueva is known as the wife of Eraño G. Manalo, the late Executive Minister of the Iglesia ni Cristo, a major Philippine-based Christian church.
-
B.
Marisabel Rodríguez
Marisabel Rodríguez is a Venezuelan journalist and former First Lady of Venezuela, known for her marriage to President Hugo Chávez and her involvement in the country’s political and social life during his early years in power.
-
C.
Pilar Salazar
Pilar Salazar is a main supporting character in the teen drama series "Love, Victor," known as Victor's younger sister who navigates her own personal and family struggles.
-
D.
Mónica Burgos
Mónica Burgos was a Brazilian-born restaurant owner whose high-profile 2010 murder in Mexico drew international media attention, particularly due to the involvement of her husband, television producer Bruce Beresford-Redman.
-
E.
María Valenzuela
María Valenzuela is an Argentine actress known for her extensive work in television, film, and theater across several decades.
- 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_6a059fa3e4f4819098f1f7bc1f50f985 |
completed | May 14, 2026, 10:10 a.m. |
| NEDg | Description generation | batch_6a05a17e171481908488cb40da91808b |
completed | May 14, 2026, 10:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05a1f3b8908190b8295a25fff9daba |
completed | May 14, 2026, 10:20 a.m. |
Created at: April 10, 2026, 6:03 a.m.