Triple
T18380414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lakas–CMD |
E446426
|
entity |
| Predicate | notableMember |
P10
|
FINISHED |
| Object |
Prospero Pichay Jr.
Prospero Pichay Jr. is a Filipino politician and businessman who has served in various government positions, including as a congressman and head of the Local Water Utilities Administration.
|
E1326436
|
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: Prospero Pichay Jr. | Statement: [Lakas–CMD, notableMember, Prospero Pichay Jr.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Prospero Pichay Jr. Context triple: [Lakas–CMD, notableMember, Prospero Pichay Jr.]
-
A.
Guillermo Masangkay
Guillermo Masangkay was a Filipino revolutionary leader and close associate of Andrés Bonifacio who played a key role in the early stages of the Philippine Revolution against Spanish colonial rule.
-
B.
Diosdado "Dado" Banatao
Diosdado "Dado" Banatao is a Filipino-American engineer, entrepreneur, and venture capitalist renowned for pioneering key PC chip technologies and for his influential role in Silicon Valley.
-
C.
Lorenzo Tañada
Lorenzo Tañada was a prominent Filipino nationalist, human rights lawyer, and long-serving senator known for his staunch opposition to authoritarian rule and advocacy for civil liberties.
-
D.
Gregorio Catapang Jr.
Gregorio Catapang Jr. is a Filipino military officer and former Chief of Staff of the Armed Forces of the Philippines known for his leadership in national security and defense.
-
E.
Armando Liwanag
Armando Liwanag is a prominent Filipino communist leader known for his ideological and strategic role within the Communist Party of the Philippines.
- 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: Prospero Pichay Jr. Triple: [Lakas–CMD, notableMember, Prospero Pichay Jr.]
Generated description
Prospero Pichay Jr. is a Filipino politician and businessman who has served in various government positions, including as a congressman and head of the Local Water Utilities Administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Prospero Pichay Jr. Target entity description: Prospero Pichay Jr. is a Filipino politician and businessman who has served in various government positions, including as a congressman and head of the Local Water Utilities Administration.
-
A.
Guillermo Masangkay
Guillermo Masangkay was a Filipino revolutionary leader and close associate of Andrés Bonifacio who played a key role in the early stages of the Philippine Revolution against Spanish colonial rule.
-
B.
Diosdado "Dado" Banatao
Diosdado "Dado" Banatao is a Filipino-American engineer, entrepreneur, and venture capitalist renowned for pioneering key PC chip technologies and for his influential role in Silicon Valley.
-
C.
Lorenzo Tañada
Lorenzo Tañada was a prominent Filipino nationalist, human rights lawyer, and long-serving senator known for his staunch opposition to authoritarian rule and advocacy for civil liberties.
-
D.
Gregorio Catapang Jr.
Gregorio Catapang Jr. is a Filipino military officer and former Chief of Staff of the Armed Forces of the Philippines known for his leadership in national security and defense.
-
E.
Armando Liwanag
Armando Liwanag is a prominent Filipino communist leader known for his ideological and strategic role within the Communist Party of the Philippines.
- 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_69d8b9f370b88190b1e5081c2c238e7f |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e5179aa328819097f5ed8193cfa401 |
completed | April 19, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a043f1608a481908346a55cea8a06b2 |
completed | May 13, 2026, 9:06 a.m. |
| NEDg | Description generation | batch_6a044125f3c48190a872c88af616058b |
completed | May 13, 2026, 9:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a04417a05008190872c08af21286d4c |
completed | May 13, 2026, 9:16 a.m. |
Created at: April 10, 2026, 10:45 a.m.