Triple

T18003120
Position Surface form Disambiguated ID Type / Status
Subject Isabela Province E430675 entity
Predicate hasMunicipality P847 FINISHED
Object Mallig
Mallig is a landlocked agricultural municipality located in the province of Isabela in the Cagayan Valley region of the Philippines.
E1300309 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: Mallig | Statement: [Isabela Province, hasMunicipality, Mallig]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mallig
Context triple: [Isabela Province, hasMunicipality, Mallig]
  • A. Malligasta
    Malligasta is a small settlement located within the Chilecito Department in La Rioja Province, Argentina, known for its rural character in a semi-arid Andean foothill region.
  • B. Mala
    Mala is a coastal town in Peru’s Lima Region known for its agricultural production and beaches along the Pacific Ocean.
  • C. Mala
    Mala is a musical track featured on the album ENOC by the Puerto Rican singer Ozuna.
  • D. Mala
    Mala is a character in Jhumpa Lahiri’s short story "The Third and Final Continent," portrayed as the narrator’s arranged-marriage wife who gradually builds a tender, companionate relationship with him as they adapt to life in America.
  • E. Mala
    Mala is a 2013 studio album by Venezuelan-American singer-songwriter Devendra Banhart, known for its eclectic, lo-fi folk sound and intimate, experimental style.
  • 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: Mallig
Triple: [Isabela Province, hasMunicipality, Mallig]
Generated description
Mallig is a landlocked agricultural municipality located in the province of Isabela in the Cagayan Valley region of the Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mallig
Target entity description: Mallig is a landlocked agricultural municipality located in the province of Isabela in the Cagayan Valley region of the Philippines.
  • A. Malligasta
    Malligasta is a small settlement located within the Chilecito Department in La Rioja Province, Argentina, known for its rural character in a semi-arid Andean foothill region.
  • B. Mala
    Mala is a coastal town in Peru’s Lima Region known for its agricultural production and beaches along the Pacific Ocean.
  • C. Mala
    Mala is a musical track featured on the album ENOC by the Puerto Rican singer Ozuna.
  • D. Mala
    Mala is a character in Jhumpa Lahiri’s short story "The Third and Final Continent," portrayed as the narrator’s arranged-marriage wife who gradually builds a tender, companionate relationship with him as they adapt to life in America.
  • E. Mala
    Mala is a 2013 studio album by Venezuelan-American singer-songwriter Devendra Banhart, known for its eclectic, lo-fi folk sound and intimate, experimental style.
  • 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_6a0337b6b7e48190a649dda888450b2d completed May 12, 2026, 2:22 p.m.
NEDg Description generation batch_6a033ca755e08190aa5003164b49f196 completed May 12, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_6a033d7a601c8190a4746adfdfffbca8 completed May 12, 2026, 2:47 p.m.
Created at: April 10, 2026, 10:23 a.m.