Triple

T16122963
Position Surface form Disambiguated ID Type / Status
Subject City of Balanga E391190 entity
Predicate isPartOf P10 FINISHED
Object Bataan Peninsula urban corridor
The Bataan Peninsula urban corridor is a developing metropolitan area in the province of Bataan, Philippines, characterized by a chain of growing cities and municipalities along key transport routes and coastal zones.
 E1196863 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: Bataan Peninsula urban corridor | Statement: [City of Balanga, isPartOf, Bataan Peninsula urban corridor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bataan Peninsula urban corridor
Context triple: [City of Balanga, isPartOf, Bataan Peninsula urban corridor]
  • A. Recto–Antipolo corridor
    The Recto–Antipolo corridor is a major east–west urban transit corridor in Metro Manila linking the Recto area of Manila with the city of Antipolo in Rizal Province.
  • B. Marikina Valley
    Marikina Valley is a low-lying alluvial valley in the eastern part of Metro Manila, Philippines, known for its dense urban communities and susceptibility to flooding from the Marikina River.
  • C. Pasig
    Pasig is a highly urbanized city in Metro Manila in the Philippines, known historically as a riverside settlement and now as a major commercial and residential center.
  • D. Metro Cebu urban area
    Metro Cebu urban area is a major metropolitan region in the Philippines centered on Cebu City, encompassing several surrounding municipalities and cities as a key economic, cultural, and transportation hub in the Visayas.
  • E. Heart of Metro Manila
    Heart of Metro Manila is a nickname for Mandaluyong, a highly urbanized city centrally located within Metro Manila in the Philippines.
  • 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: Bataan Peninsula urban corridor
Triple: [City of Balanga, isPartOf, Bataan Peninsula urban corridor]
Generated description
The Bataan Peninsula urban corridor is a developing metropolitan area in the province of Bataan, Philippines, characterized by a chain of growing cities and municipalities along key transport routes and coastal zones.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bataan Peninsula urban corridor
Target entity description: The Bataan Peninsula urban corridor is a developing metropolitan area in the province of Bataan, Philippines, characterized by a chain of growing cities and municipalities along key transport routes and coastal zones.
  • A. Recto–Antipolo corridor
    The Recto–Antipolo corridor is a major east–west urban transit corridor in Metro Manila linking the Recto area of Manila with the city of Antipolo in Rizal Province.
  • B. Marikina Valley
    Marikina Valley is a low-lying alluvial valley in the eastern part of Metro Manila, Philippines, known for its dense urban communities and susceptibility to flooding from the Marikina River.
  • C. Pasig
    Pasig is a highly urbanized city in Metro Manila in the Philippines, known historically as a riverside settlement and now as a major commercial and residential center.
  • D. Metro Cebu urban area
    Metro Cebu urban area is a major metropolitan region in the Philippines centered on Cebu City, encompassing several surrounding municipalities and cities as a key economic, cultural, and transportation hub in the Visayas.
  • E. Heart of Metro Manila
    Heart of Metro Manila is a nickname for Mandaluyong, a highly urbanized city centrally located within Metro Manila in the Philippines.
  • 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e202027e78819091192aa62aedde13 completed April 17, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2a7fe308190a9a2ef7815e788c6 completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3b25ba081909c396431ace865ac completed May 10, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69fff4a2964c8190bfa8c2fa0f934abe completed May 10, 2026, 2:59 a.m.
Created at: April 10, 2026, 5 a.m.