Triple

T11999598
Position Surface form Disambiguated ID Type / Status
Subject Ayala Avenue E285620 entity
Predicate hasPublicTransport P1288 FINISHED
Object MRT-3 Ayala Station (via EDSA-Ayala intersection)
MRT-3 Ayala Station (via EDSA-Ayala intersection) is a major elevated metro rail stop on Manila’s MRT Line 3 that serves the Makati central business district and connects commuters to the commercial and office areas around Ayala Avenue and EDSA.
 E958973 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: MRT-3 Ayala Station (via EDSA-Ayala intersection) | Statement: [Ayala Avenue, hasPublicTransport, MRT-3 Ayala Station (via EDSA-Ayala intersection)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MRT-3 Ayala Station (via EDSA-Ayala intersection)
Context triple: [Ayala Avenue, hasPublicTransport, MRT-3 Ayala Station (via EDSA-Ayala intersection)]
  • A. MRT-3 Quezon Avenue station (nearby via EDSA)
    MRT-3 Quezon Avenue station (nearby via EDSA) is an elevated Metro Rail Transit Line 3 station in Quezon City, Metro Manila, serving the busy Quezon Avenue and EDSA intersection.
  • B. MRT-3 Ortigas station
    MRT-3 Ortigas station is an elevated rapid transit station on Manila’s Metro Rail Transit Line 3, located along EDSA and providing access to the Ortigas Center business district.
  • C. MRT-3 Shaw Boulevard station
    MRT-3 Shaw Boulevard station is a major elevated rapid transit stop on Manila’s Metro Rail Transit Line 3, serving as a key access point to the Ortigas Center business district.
  • D. Taft Avenue MRT station
    Taft Avenue MRT station is a major elevated rail terminus of Manila's Metro Rail Transit Line 3, serving as a key transit hub in Pasay, Philippines.
  • E. EDSA LRT station
    EDSA LRT station is a major elevated light rail transit stop in Metro Manila that serves as a key transport hub connecting Pasay to other parts of the city.
  • 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: MRT-3 Ayala Station (via EDSA-Ayala intersection)
Triple: [Ayala Avenue, hasPublicTransport, MRT-3 Ayala Station (via EDSA-Ayala intersection)]
Generated description
MRT-3 Ayala Station (via EDSA-Ayala intersection) is a major elevated metro rail stop on Manila’s MRT Line 3 that serves the Makati central business district and connects commuters to the commercial and office areas around Ayala Avenue and EDSA.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MRT-3 Ayala Station (via EDSA-Ayala intersection)
Target entity description: MRT-3 Ayala Station (via EDSA-Ayala intersection) is a major elevated metro rail stop on Manila’s MRT Line 3 that serves the Makati central business district and connects commuters to the commercial and office areas around Ayala Avenue and EDSA.
  • A. MRT-3 Quezon Avenue station (nearby via EDSA)
    MRT-3 Quezon Avenue station (nearby via EDSA) is an elevated Metro Rail Transit Line 3 station in Quezon City, Metro Manila, serving the busy Quezon Avenue and EDSA intersection.
  • B. MRT-3 Ortigas station
    MRT-3 Ortigas station is an elevated rapid transit station on Manila’s Metro Rail Transit Line 3, located along EDSA and providing access to the Ortigas Center business district.
  • C. MRT-3 Shaw Boulevard station
    MRT-3 Shaw Boulevard station is a major elevated rapid transit stop on Manila’s Metro Rail Transit Line 3, serving as a key access point to the Ortigas Center business district.
  • D. Taft Avenue MRT station
    Taft Avenue MRT station is a major elevated rail terminus of Manila's Metro Rail Transit Line 3, serving as a key transit hub in Pasay, Philippines.
  • E. EDSA LRT station
    EDSA LRT station is a major elevated light rail transit stop in Metro Manila that serves as a key transport hub connecting Pasay to other parts of the city.
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903c26d7881909b67a31d04882eb5 completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f472917ed08190a872d9e5663d5ed5 completed May 1, 2026, 9:29 a.m.
NEDg Description generation batch_69f47b7e4a40819085680c48eed5418a completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47df40a8c8190bd7350ba27f57214 completed May 1, 2026, 10:18 a.m.
Created at: April 8, 2026, 9:46 p.m.