Triple
T19030856
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bonifacio Global City |
E465731
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Fort Bonifacio Development Corporation
Fort Bonifacio Development Corporation is a major Philippine real estate company responsible for transforming the former Fort Bonifacio military base into the master-planned urban district now known as Bonifacio Global City.
|
E1354784
|
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: Fort Bonifacio Development Corporation | Statement: [Bonifacio Global City, developer, Fort Bonifacio Development Corporation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fort Bonifacio Development Corporation Context triple: [Bonifacio Global City, developer, Fort Bonifacio Development Corporation]
-
A.
Maligaya Development Corporation
Maligaya Development Corporation is a Philippine company known for managing and operating large-scale venues and facilities, including the Philippine Arena.
-
B.
Megaworld Corporation
Megaworld Corporation is a major Philippine real estate company known for pioneering large-scale mixed-use township developments that integrate residential, commercial, and office spaces.
-
C.
Philippine National Construction Corporation
The Philippine National Construction Corporation is a government-owned and controlled corporation in the Philippines primarily involved in the financing, construction, and operation of major infrastructure projects such as highways and expressways.
-
D.
Bonifacio Global City
Bonifacio Global City is a major modern financial and lifestyle district in Metro Manila known for its upscale offices, shopping centers, and vibrant urban development.
-
E.
San Miguel Corporation Infrastructure
San Miguel Corporation Infrastructure is the infrastructure arm of San Miguel Corporation that develops, operates, and maintains major transport and public works projects in 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: Fort Bonifacio Development Corporation Triple: [Bonifacio Global City, developer, Fort Bonifacio Development Corporation]
Generated description
Fort Bonifacio Development Corporation is a major Philippine real estate company responsible for transforming the former Fort Bonifacio military base into the master-planned urban district now known as Bonifacio Global City.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fort Bonifacio Development Corporation Target entity description: Fort Bonifacio Development Corporation is a major Philippine real estate company responsible for transforming the former Fort Bonifacio military base into the master-planned urban district now known as Bonifacio Global City.
-
A.
Maligaya Development Corporation
Maligaya Development Corporation is a Philippine company known for managing and operating large-scale venues and facilities, including the Philippine Arena.
-
B.
Megaworld Corporation
Megaworld Corporation is a major Philippine real estate company known for pioneering large-scale mixed-use township developments that integrate residential, commercial, and office spaces.
-
C.
Philippine National Construction Corporation
The Philippine National Construction Corporation is a government-owned and controlled corporation in the Philippines primarily involved in the financing, construction, and operation of major infrastructure projects such as highways and expressways.
-
D.
Bonifacio Global City
Bonifacio Global City is a major modern financial and lifestyle district in Metro Manila known for its upscale offices, shopping centers, and vibrant urban development.
-
E.
San Miguel Corporation Infrastructure
San Miguel Corporation Infrastructure is the infrastructure arm of San Miguel Corporation that develops, operates, and maintains major transport and public works projects in 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_69d8dd0359648190bc2a9202c5cf29d2 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d7404d748190bcb51692fb822fd4 |
completed | April 20, 2026, 7:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05be59f0088190ae133c2d12beb2c0 |
completed | May 14, 2026, 12:21 p.m. |
| NEDg | Description generation | batch_6a05bf20c800819084e54a34574cb630 |
completed | May 14, 2026, 12:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05bf8bd1cc8190a67b98eb43b4d850 |
completed | May 14, 2026, 12:26 p.m. |
Created at: April 10, 2026, 12:02 p.m.