Triple

T4719415
Position Surface form Disambiguated ID Type / Status
Subject San Fernando, Pampanga E104726 entity
Predicate hasMajorRoad P385 FINISHED
Object Jose Abad Santos Avenue
Jose Abad Santos Avenue is a major highway in Central Luzon, Philippines, forming part of the national road network that connects key cities and municipalities across the region.
E465752 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: Jose Abad Santos Avenue | Statement: [San Fernando, Pampanga, hasMajorRoad, Jose Abad Santos Avenue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jose Abad Santos Avenue
Context triple: [San Fernando, Pampanga, hasMajorRoad, Jose Abad Santos Avenue]
  • A. J.P. Rizal Avenue
    J.P. Rizal Avenue is a major thoroughfare in Metro Manila, Philippines, running through several cities and serving as an important connector for residential, commercial, and historical areas.
  • B. Osmeña Boulevard
    Osmeña Boulevard is a major thoroughfare in Cebu City, Philippines, named in honor of former President Sergio Osmeña and serving as one of the city’s primary commercial and historical arteries.
  • C. Chino Roces Avenue
    Chino Roces Avenue is a major thoroughfare in Metro Manila, Philippines, known for connecting key commercial, industrial, and residential areas in and around Makati.
  • D. Gen. Aguinaldo Avenue
    Gen. Aguinaldo Avenue is a major thoroughfare in Cubao, Quezon City, serving as an important connector within the district’s commercial and transport hub.
  • E. Quezon Avenue
    Quezon Avenue is a major thoroughfare in Metro Manila, Philippines, known for connecting key commercial, government, and residential areas within Quezon 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: Jose Abad Santos Avenue
Triple: [San Fernando, Pampanga, hasMajorRoad, Jose Abad Santos Avenue]
Generated description
Jose Abad Santos Avenue is a major highway in Central Luzon, Philippines, forming part of the national road network that connects key cities and municipalities across the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jose Abad Santos Avenue
Target entity description: Jose Abad Santos Avenue is a major highway in Central Luzon, Philippines, forming part of the national road network that connects key cities and municipalities across the region.
  • A. J.P. Rizal Avenue
    J.P. Rizal Avenue is a major thoroughfare in Metro Manila, Philippines, running through several cities and serving as an important connector for residential, commercial, and historical areas.
  • B. Osmeña Boulevard
    Osmeña Boulevard is a major thoroughfare in Cebu City, Philippines, named in honor of former President Sergio Osmeña and serving as one of the city’s primary commercial and historical arteries.
  • C. Chino Roces Avenue
    Chino Roces Avenue is a major thoroughfare in Metro Manila, Philippines, known for connecting key commercial, industrial, and residential areas in and around Makati.
  • D. Gen. Aguinaldo Avenue
    Gen. Aguinaldo Avenue is a major thoroughfare in Cubao, Quezon City, serving as an important connector within the district’s commercial and transport hub.
  • E. Quezon Avenue
    Quezon Avenue is a major thoroughfare in Metro Manila, Philippines, known for connecting key commercial, government, and residential areas within Quezon 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_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.