Triple

T12112389
Position Surface form Disambiguated ID Type / Status
Subject Quezon City central business districts E288464 entity
Predicate hasCentralBusinessDistrict P30435 FINISHED
Object Timog–Tomas Morato area
Timog–Tomas Morato area is a prominent commercial and entertainment district in Quezon City known for its concentration of restaurants, bars, and media-related establishments.
E966160 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: Timog–Tomas Morato area | Statement: [Quezon City central business districts, hasCentralBusinessDistrict, Timog–Tomas Morato area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Timog–Tomas Morato area
Context triple: [Quezon City central business districts, hasCentralBusinessDistrict, Timog–Tomas Morato area]
  • A. Kabatas area
    The Kabataş area is a bustling waterfront district in Istanbul known for its ferry piers, transport connections, and proximity to major landmarks along the Bosphorus.
  • B. Mendiola area
    The Mendiola area is a district in Manila, Philippines, known for its proximity to Malacañang Palace and frequent student demonstrations and political protests.
  • C. Liwasang Bonifacio area
    The Liwasang Bonifacio area is a historic public square and transport hub in Manila, Philippines, known for its monument to revolutionary leader Andrés Bonifacio and its role as a focal point for civic activities and demonstrations.
  • D. Central Bicutan
    Central Bicutan is a barangay (administrative district) located within the city of Taguig in Metro Manila, Philippines.
  • E. Cabanga neighborhood
    Cabanga neighborhood is a waterfront district in Recife, Brazil, known for its marinas, nautical activities, and proximity to the city’s central area.
  • 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: Timog–Tomas Morato area
Triple: [Quezon City central business districts, hasCentralBusinessDistrict, Timog–Tomas Morato area]
Generated description
Timog–Tomas Morato area is a prominent commercial and entertainment district in Quezon City known for its concentration of restaurants, bars, and media-related establishments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Timog–Tomas Morato area
Target entity description: Timog–Tomas Morato area is a prominent commercial and entertainment district in Quezon City known for its concentration of restaurants, bars, and media-related establishments.
  • A. Kabatas area
    The Kabataş area is a bustling waterfront district in Istanbul known for its ferry piers, transport connections, and proximity to major landmarks along the Bosphorus.
  • B. Mendiola area
    The Mendiola area is a district in Manila, Philippines, known for its proximity to Malacañang Palace and frequent student demonstrations and political protests.
  • C. Liwasang Bonifacio area
    The Liwasang Bonifacio area is a historic public square and transport hub in Manila, Philippines, known for its monument to revolutionary leader Andrés Bonifacio and its role as a focal point for civic activities and demonstrations.
  • D. Central Bicutan
    Central Bicutan is a barangay (administrative district) located within the city of Taguig in Metro Manila, Philippines.
  • E. Cabanga neighborhood
    Cabanga neighborhood is a waterfront district in Recife, Brazil, known for its marinas, nautical activities, and proximity to the city’s central area.
  • 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9156814148190b47d63a89fcab17c completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f67d58d08190be45fb49f0084b49 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f600b6769481909d0308c8f77b2ef3 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601ef0a9c8190ac922562a8856def completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:49 p.m.