Triple

T12134971
Position Surface form Disambiguated ID Type / Status
Subject Zamboanga del Norte E289032 entity
Predicate hasMunicipality P847 FINISHED
Object Kalawit
Kalawit is a rural municipality in the Philippines known for its agricultural economy and location within the province of Zamboanga del Norte on Mindanao island.
 E966450 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: Kalawit | Statement: [Zamboanga del Norte, hasMunicipality, Kalawit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kalawit
Context triple: [Zamboanga del Norte, hasMunicipality, Kalawit]
  • A. Kalamansig
    Kalamansig is a coastal municipality in the province of Sultan Kudarat in the Philippines, known for its fishing industry and diverse indigenous communities.
  • B. Kulata
    Kulata is a village in southwestern Bulgaria near the Greek border, serving as an important border crossing and transport hub between the two countries.
  • C. Pangarang
    Pangarang is an alternative name for the Bangerang, an Aboriginal Australian people traditionally associated with regions of northern Victoria and southern New South Wales.
  • D. Jiloca
    Jiloca is a river in northeastern Spain that flows through the autonomous community of Aragon, contributing to the region’s agricultural and natural landscapes.
  • E. Bawitdaba
    "Bawitdaba" is a high-energy rap-rock song by Kid Rock that became one of his signature hits and helped propel him to mainstream fame in the late 1990s.
  • 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: Kalawit
Triple: [Zamboanga del Norte, hasMunicipality, Kalawit]
Generated description
Kalawit is a rural municipality in the Philippines known for its agricultural economy and location within the province of Zamboanga del Norte on Mindanao island.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kalawit
Target entity description: Kalawit is a rural municipality in the Philippines known for its agricultural economy and location within the province of Zamboanga del Norte on Mindanao island.
  • A. Kalamansig
    Kalamansig is a coastal municipality in the province of Sultan Kudarat in the Philippines, known for its fishing industry and diverse indigenous communities.
  • B. Kulata
    Kulata is a village in southwestern Bulgaria near the Greek border, serving as an important border crossing and transport hub between the two countries.
  • C. Pangarang
    Pangarang is an alternative name for the Bangerang, an Aboriginal Australian people traditionally associated with regions of northern Victoria and southern New South Wales.
  • D. Jiloca
    Jiloca is a river in northeastern Spain that flows through the autonomous community of Aragon, contributing to the region’s agricultural and natural landscapes.
  • E. Bawitdaba
    "Bawitdaba" is a high-energy rap-rock song by Kid Rock that became one of his signature hits and helped propel him to mainstream fame in the late 1990s.
  • 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_69d6ab4b5e4c81909950b17151eb0951 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9158c59e0819094d4522a107482b2 completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f68eab98819086a480a90312c3fe completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f6017f89d88190b766af7828794d87 completed May 2, 2026, 1:51 p.m.
NED2 Entity disambiguation (via description) batch_69f60232d89881909f254da6deb7f321 completed May 2, 2026, 1:54 p.m.
Created at: April 8, 2026, 9:49 p.m.