Triple
T4430394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Diosdado Macapagal |
E95312
|
entity |
| Predicate | birthPlace |
P1
|
FINISHED |
| Object |
Lubao, Pampanga, Philippine Islands
Lubao, Pampanga, Philippine Islands is a municipality in the province of Pampanga on the island of Luzon, historically notable as the hometown of former Philippine President Diosdado Macapagal.
|
E439622
|
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: Lubao, Pampanga, Philippine Islands | Statement: [Diosdado Macapagal, birthPlace, Lubao, Pampanga, Philippine Islands]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lubao, Pampanga, Philippine Islands Context triple: [Diosdado Macapagal, birthPlace, Lubao, Pampanga, Philippine Islands]
-
A.
Near Calumpit, Luzon, Philippine Islands
Near Calumpit, Luzon, Philippine Islands is a historic area in central Luzon notable as the site of significant engagements during the Philippine–American War.
-
B.
Los Baños, Laguna, Philippines
Los Baños, Laguna, Philippines is a university town and science hub on the island of Luzon known for its agricultural research institutions, hot springs, and proximity to Mount Makiling.
-
C.
Cabanatuan, Nueva Ecija, Philippines
Cabanatuan, Nueva Ecija, Philippines is a major city in Central Luzon known historically as the site of General Antonio Luna’s assassination and for its role in World War II, including the Cabanatuan prisoner-of-war camp.
-
D.
Tanauan, Batangas, Philippines
Tanauan is a historic city in the province of Batangas in the Philippines, known as the birthplace of former President Jose P. Laurel and for its role in the country’s political and cultural history.
-
E.
Rizal, Nueva Ecija
Rizal, Nueva Ecija is a landlocked agricultural municipality in the province of Nueva Ecija in the Philippines, known for its rice farming and rural communities.
- 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: Lubao, Pampanga, Philippine Islands Triple: [Diosdado Macapagal, birthPlace, Lubao, Pampanga, Philippine Islands]
Generated description
Lubao, Pampanga, Philippine Islands is a municipality in the province of Pampanga on the island of Luzon, historically notable as the hometown of former Philippine President Diosdado Macapagal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lubao, Pampanga, Philippine Islands Target entity description: Lubao, Pampanga, Philippine Islands is a municipality in the province of Pampanga on the island of Luzon, historically notable as the hometown of former Philippine President Diosdado Macapagal.
-
A.
Near Calumpit, Luzon, Philippine Islands
Near Calumpit, Luzon, Philippine Islands is a historic area in central Luzon notable as the site of significant engagements during the Philippine–American War.
-
B.
Los Baños, Laguna, Philippines
Los Baños, Laguna, Philippines is a university town and science hub on the island of Luzon known for its agricultural research institutions, hot springs, and proximity to Mount Makiling.
-
C.
Cabanatuan, Nueva Ecija, Philippines
Cabanatuan, Nueva Ecija, Philippines is a major city in Central Luzon known historically as the site of General Antonio Luna’s assassination and for its role in World War II, including the Cabanatuan prisoner-of-war camp.
-
D.
Tanauan, Batangas, Philippines
Tanauan is a historic city in the province of Batangas in the Philippines, known as the birthplace of former President Jose P. Laurel and for its role in the country’s political and cultural history.
-
E.
Rizal, Nueva Ecija
Rizal, Nueva Ecija is a landlocked agricultural municipality in the province of Nueva Ecija in the Philippines, known for its rice farming and rural communities.
- 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_69b3453c2a0c8190926b574c90766db9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35569b3388190bdef2568f5dc04ce |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6136f350c81908d00eff850951ab0 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b614371b2081909fabb88f2993dd29 |
completed | March 15, 2026, 2:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b6155a57c08190bbf2e88f95cede16 |
completed | March 15, 2026, 2:11 a.m. |
Created at: March 12, 2026, 11:30 p.m.