Triple

T13088069
Position Surface form Disambiguated ID Type / Status
Subject Clark Freeport and Special Economic Zone E310388 entity
Predicate locatedInAdministrativeEntity P40 FINISHED
Object Province of Pampanga
The Province of Pampanga is a landlocked region in Central Luzon, Philippines, known as a major culinary center and economic hub with a strong history of trade, agriculture, and industry.
E1088152 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: Province of Pampanga | Statement: [Clark Freeport and Special Economic Zone, locatedInAdministrativeEntity, Province of Pampanga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Province of Pampanga
Context triple: [Clark Freeport and Special Economic Zone, locatedInAdministrativeEntity, Province of Pampanga]
  • A. Province of Bulacan
    The Province of Bulacan is a landlocked province in the Central Luzon region of the Philippines, known for its historical significance in the Philippine revolution, thriving industries, and rapidly urbanizing municipalities near Metro Manila.
  • B. Province of Tarlac
    The Province of Tarlac is a landlocked province in Central Luzon, Philippines, known for its agricultural economy, historical sites, and role in the country’s political history.
  • C. Province of Isabela
    The Province of Isabela is a large agricultural province in the Cagayan Valley region of the Philippines, known for its vast rice and corn production and diverse natural landscapes.
  • D. Province of Bataan
    The Province of Bataan is a coastal province in Central Luzon, Philippines, historically significant for World War II events such as the Battle of Bataan and the Bataan Death March.
  • E. Province of Batangas
    The Province of Batangas is a coastal province in the Calabarzon region of the Philippines known for its beaches, dive sites, and the Taal Volcano.
  • 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: Province of Pampanga
Triple: [Clark Freeport and Special Economic Zone, locatedInAdministrativeEntity, Province of Pampanga]
Generated description
The Province of Pampanga is a landlocked region in Central Luzon, Philippines, known as a major culinary center and economic hub with a strong history of trade, agriculture, and industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Province of Pampanga
Target entity description: The Province of Pampanga is a landlocked region in Central Luzon, Philippines, known as a major culinary center and economic hub with a strong history of trade, agriculture, and industry.
  • A. Province of Bulacan
    The Province of Bulacan is a landlocked province in the Central Luzon region of the Philippines, known for its historical significance in the Philippine revolution, thriving industries, and rapidly urbanizing municipalities near Metro Manila.
  • B. Province of Tarlac
    The Province of Tarlac is a landlocked province in Central Luzon, Philippines, known for its agricultural economy, historical sites, and role in the country’s political history.
  • C. Province of Isabela
    The Province of Isabela is a large agricultural province in the Cagayan Valley region of the Philippines, known for its vast rice and corn production and diverse natural landscapes.
  • D. Province of Bataan
    The Province of Bataan is a coastal province in Central Luzon, Philippines, historically significant for World War II events such as the Battle of Bataan and the Bataan Death March.
  • E. Province of Batangas
    The Province of Batangas is a coastal province in the Calabarzon region of the Philippines known for its beaches, dive sites, and the Taal Volcano.
  • 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_69d806a733548190989cfd4ce981ca33 completed April 9, 2026, 8:05 p.m.
NER Named-entity recognition batch_69d981378dd08190b4f00e4e5df0e480 completed April 10, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd27f0e59c8190b40213e999c75feb completed May 8, 2026, 12:01 a.m.
NEDg Description generation batch_69fd2b2363f881909e04edd850166dd5 completed May 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69fd2cf1a1248190a97644dadf1717bc completed May 8, 2026, 12:23 a.m.
Created at: April 9, 2026, 9:02 p.m.