Triple

T18002713
Position Surface form Disambiguated ID Type / Status
Subject STAR Tollway E430666 entity
Predicate hasAlternateName P39 FINISHED
Object Southern Tagalog Arterial Road
Southern Tagalog Arterial Road is a major toll expressway in the Philippines that connects the South Luzon Expressway to the city of Batangas, facilitating access to the Batangas Port and nearby provinces.
E1307989 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: Southern Tagalog Arterial Road | Statement: [STAR Tollway, hasAlternateName, Southern Tagalog Arterial Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southern Tagalog Arterial Road
Context triple: [STAR Tollway, hasAlternateName, Southern Tagalog Arterial Road]
  • A. Santa Rosa–Tagaytay Road
    Santa Rosa–Tagaytay Road is a major highway in the Philippines that connects the city of Santa Rosa in Laguna to the popular tourist destination of Tagaytay in Cavite.
  • B. Manila East Road
    Manila East Road is a major thoroughfare in the eastern part of Metro Manila and nearby Rizal province, serving as a key route connecting several suburban municipalities to the capital.
  • C. Osmeña Highway
    Osmeña Highway is a major thoroughfare in Metro Manila, Philippines, named in honor of former President Sergio Osmeña and serving as a key route connecting central Manila to the southern suburbs.
  • D. D'Aguilar Highway
    D'Aguilar Highway is a major rural highway in Queensland, Australia, linking inland towns with coastal and metropolitan areas northwest of Brisbane.
  • E. Manila South Road
    Manila South Road is a major highway in the Philippines that forms part of the primary route connecting Metro Manila to key cities and municipalities in the southern Luzon region.
  • 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: Southern Tagalog Arterial Road
Triple: [STAR Tollway, hasAlternateName, Southern Tagalog Arterial Road]
Generated description
Southern Tagalog Arterial Road is a major toll expressway in the Philippines that connects the South Luzon Expressway to the city of Batangas, facilitating access to the Batangas Port and nearby provinces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southern Tagalog Arterial Road
Target entity description: Southern Tagalog Arterial Road is a major toll expressway in the Philippines that connects the South Luzon Expressway to the city of Batangas, facilitating access to the Batangas Port and nearby provinces.
  • A. Santa Rosa–Tagaytay Road
    Santa Rosa–Tagaytay Road is a major highway in the Philippines that connects the city of Santa Rosa in Laguna to the popular tourist destination of Tagaytay in Cavite.
  • B. Manila East Road
    Manila East Road is a major thoroughfare in the eastern part of Metro Manila and nearby Rizal province, serving as a key route connecting several suburban municipalities to the capital.
  • C. Osmeña Highway
    Osmeña Highway is a major thoroughfare in Metro Manila, Philippines, named in honor of former President Sergio Osmeña and serving as a key route connecting central Manila to the southern suburbs.
  • D. D'Aguilar Highway
    D'Aguilar Highway is a major rural highway in Queensland, Australia, linking inland towns with coastal and metropolitan areas northwest of Brisbane.
  • E. Manila South Road
    Manila South Road is a major highway in the Philippines that forms part of the primary route connecting Metro Manila to key cities and municipalities in the southern Luzon region.
  • 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_69d8b904530081908bf341d842464856 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4b3ea60608190b977644e946407b7 completed April 19, 2026, 10:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a038533279c819082861dfac6f1923e completed May 12, 2026, 7:53 p.m.
NEDg Description generation batch_6a038916bdac8190a8f18c21586d00c5 completed May 12, 2026, 8:09 p.m.
NED2 Entity disambiguation (via description) batch_6a03897397cc8190834f18dd15a1c44c completed May 12, 2026, 8:11 p.m.
Created at: April 10, 2026, 10:23 a.m.