Triple
T4719328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taguig |
E104725
|
entity |
| Predicate | hasBusinessDistrict |
P459
|
FINISHED |
| Object |
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.
|
E465731
|
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: Bonifacio Global City | Statement: [Taguig, hasBusinessDistrict, Bonifacio Global City]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bonifacio Global City Context triple: [Taguig, hasBusinessDistrict, Bonifacio Global City]
-
A.
Ortigas Center
Ortigas Center is a major mixed-use central business district in the Philippines known for its corporate offices, shopping malls, and high-rise developments.
-
B.
Makati Central Business District
Makati Central Business District is the primary financial and commercial hub of Metro Manila, known for its concentration of corporate headquarters, upscale malls, and high-rise office towers.
-
C.
Malabon
Malabon is a coastal city in the northern part of Metro Manila in the Philippines, known for its historic districts, flood-prone waterways, and distinctive local cuisine.
-
D.
Plan of Ayala
The Plan of Ayala was a revolutionary manifesto issued by Emiliano Zapata in 1911 that denounced Francisco I. Madero’s government and called for radical land reform and peasant rights during the Mexican Revolution.
-
E.
Iloilo Business Park
Iloilo Business Park is a large mixed-use commercial and lifestyle township development in Iloilo City, Philippines, featuring offices, residences, retail centers, and leisure facilities.
- 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: Bonifacio Global City Triple: [Taguig, hasBusinessDistrict, Bonifacio Global City]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bonifacio Global City Target entity description: 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.
-
A.
Ortigas Center
Ortigas Center is a major mixed-use central business district in the Philippines known for its corporate offices, shopping malls, and high-rise developments.
-
B.
Makati Central Business District
Makati Central Business District is the primary financial and commercial hub of Metro Manila, known for its concentration of corporate headquarters, upscale malls, and high-rise office towers.
-
C.
Malabon
Malabon is a coastal city in the northern part of Metro Manila in the Philippines, known for its historic districts, flood-prone waterways, and distinctive local cuisine.
-
D.
Plan of Ayala
The Plan of Ayala was a revolutionary manifesto issued by Emiliano Zapata in 1911 that denounced Francisco I. Madero’s government and called for radical land reform and peasant rights during the Mexican Revolution.
-
E.
Iloilo Business Park
Iloilo Business Park is a large mixed-use commercial and lifestyle township development in Iloilo City, Philippines, featuring offices, residences, retail centers, and leisure facilities.
- 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_69bd43ec4a348190bc41afae43375e71 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd642779a08190b01e588d515cf498 |
completed | March 20, 2026, 3:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be108bc0048190aeea8674f75105e5 |
completed | March 21, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69be2e247f28819099e14db2c551a8f2 |
completed | March 21, 2026, 5:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be2ee962f88190927ccb32acdcc2e8 |
completed | March 21, 2026, 5:38 a.m. |
Created at: March 20, 2026, 1:18 p.m.