Triple

T10671419
Position Surface form Disambiguated ID Type / Status
Subject Bacoor Bay E251496 entity
Predicate nearbyInfrastructure P2064 FINISHED
Object Coastal Road (Cavite–Manila)}
Coastal Road (Cavite–Manila) is a major expressway in the Philippines that links Cavite province to Metro Manila along the coast of Manila Bay.
E879694 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: Coastal Road (Cavite–Manila)} | Statement: [Bacoor Bay, nearbyInfrastructure, Coastal Road (Cavite–Manila)}]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Coastal Road (Cavite–Manila)}
Context triple: [Bacoor Bay, nearbyInfrastructure, Coastal Road (Cavite–Manila)}]
  • A. Surigao–Davao Coastal Road
    The Surigao–Davao Coastal Road is a major highway in Mindanao, Philippines, that runs along the eastern coast to connect Surigao del Sur and Davao Region provinces.
  • B. Calamba–Los Baños Road
    Calamba–Los Baños Road is a key thoroughfare in Laguna, Philippines, connecting the city of Calamba to the university town and hot spring resort area of Los Baños.
  • C. Bataan Provincial Highway
    Bataan Provincial Highway is a major roadway in the Philippine province of Bataan that serves as a primary transportation route connecting key towns and cities, including the provincial capital, Balanga.
  • D. Olongapo–Gapan Road
    Olongapo–Gapan Road is a major highway in the Philippines that links the city of Olongapo in Zambales to Gapan in Nueva Ecija, facilitating regional travel across Central Luzon.
  • E. Maharlika Highway
    Maharlika Highway is a major national road network in the Philippines that forms part of the country’s primary north–south transportation backbone across Luzon, Samar, Leyte, and Mindanao.
  • 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: Coastal Road (Cavite–Manila)}
Triple: [Bacoor Bay, nearbyInfrastructure, Coastal Road (Cavite–Manila)}]
Generated description
Coastal Road (Cavite–Manila) is a major expressway in the Philippines that links Cavite province to Metro Manila along the coast of Manila Bay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Coastal Road (Cavite–Manila)}
Target entity description: Coastal Road (Cavite–Manila) is a major expressway in the Philippines that links Cavite province to Metro Manila along the coast of Manila Bay.
  • A. Surigao–Davao Coastal Road
    The Surigao–Davao Coastal Road is a major highway in Mindanao, Philippines, that runs along the eastern coast to connect Surigao del Sur and Davao Region provinces.
  • B. Calamba–Los Baños Road
    Calamba–Los Baños Road is a key thoroughfare in Laguna, Philippines, connecting the city of Calamba to the university town and hot spring resort area of Los Baños.
  • C. Bataan Provincial Highway
    Bataan Provincial Highway is a major roadway in the Philippine province of Bataan that serves as a primary transportation route connecting key towns and cities, including the provincial capital, Balanga.
  • D. Olongapo–Gapan Road
    Olongapo–Gapan Road is a major highway in the Philippines that links the city of Olongapo in Zambales to Gapan in Nueva Ecija, facilitating regional travel across Central Luzon.
  • E. Maharlika Highway
    Maharlika Highway is a major national road network in the Philippines that forms part of the country’s primary north–south transportation backbone across Luzon, Samar, Leyte, and Mindanao.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6f8648a248190a3bd284c569152e4 completed April 9, 2026, 12:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69d9886e3f108190bb6f17d4e2f394ef completed April 10, 2026, 11:31 p.m.
NEDg Description generation batch_69d98cdf6f0c8190a5b926c439c1aca6 completed April 10, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69d98d5557548190a22102f1c8105e6f completed April 10, 2026, 11:52 p.m.
Created at: April 8, 2026, 9:09 p.m.