Triple

T12335909
Position Surface form Disambiguated ID Type / Status
Subject Maguindanao E294084 entity
Predicate hasMunicipality P847 FINISHED
Object Datu Abdullah Sangki
Datu Abdullah Sangki is a municipality in the province of Maguindanao in the Philippines, known for its predominantly rural communities and agricultural economy.
E977196 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: Datu Abdullah Sangki | Statement: [Maguindanao, hasMunicipality, Datu Abdullah Sangki]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Datu Abdullah Sangki
Context triple: [Maguindanao, hasMunicipality, Datu Abdullah Sangki]
  • A. Abdul Rahman Suwar al-Dahab
    Abdul Rahman Suwar al-Dahab was a Sudanese military officer who briefly led Sudan as head of state after a 1985 coup before overseeing a transition to civilian rule.
  • B. Abdul Hafiz Ghoga
    Abdul Hafiz Ghoga is a Libyan lawyer and political figure who served as a leading representative of the anti-Gaddafi opposition during the 2011 Libyan civil war.
  • C. Sutan Ibrahim
    Sutan Ibrahim, better known by his revolutionary alias Tan Malaka, was an influential Indonesian Marxist thinker, independence activist, and national hero.
  • D. Ishak Sukuti
    Ishak Sukuti was an Ottoman political figure and early Young Turk activist associated with the founding of the Committee of Union and Progress, the movement that helped transform the late Ottoman Empire.
  • E. Ahmad Balshe
    Ahmad Balshe, better known by his stage name Belly, is a Palestinian-Canadian rapper, singer, songwriter, and record producer recognized for his work both as a solo artist and as a collaborator with major pop and hip-hop acts.
  • 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: Datu Abdullah Sangki
Triple: [Maguindanao, hasMunicipality, Datu Abdullah Sangki]
Generated description
Datu Abdullah Sangki is a municipality in the province of Maguindanao in the Philippines, known for its predominantly rural communities and agricultural economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Datu Abdullah Sangki
Target entity description: Datu Abdullah Sangki is a municipality in the province of Maguindanao in the Philippines, known for its predominantly rural communities and agricultural economy.
  • A. Abdul Rahman Suwar al-Dahab
    Abdul Rahman Suwar al-Dahab was a Sudanese military officer who briefly led Sudan as head of state after a 1985 coup before overseeing a transition to civilian rule.
  • B. Abdul Hafiz Ghoga
    Abdul Hafiz Ghoga is a Libyan lawyer and political figure who served as a leading representative of the anti-Gaddafi opposition during the 2011 Libyan civil war.
  • C. Sutan Ibrahim
    Sutan Ibrahim, better known by his revolutionary alias Tan Malaka, was an influential Indonesian Marxist thinker, independence activist, and national hero.
  • D. Ishak Sukuti
    Ishak Sukuti was an Ottoman political figure and early Young Turk activist associated with the founding of the Committee of Union and Progress, the movement that helped transform the late Ottoman Empire.
  • E. Ahmad Balshe
    Ahmad Balshe, better known by his stage name Belly, is a Palestinian-Canadian rapper, singer, songwriter, and record producer recognized for his work both as a solo artist and as a collaborator with major pop and hip-hop acts.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f6683e881908920e1fee02a14e3 completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62aa5f21c8190bcb32a078a2f7ebb completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62c54e6b08190bdae0ec35cc1c48d completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d07d3148190a45542c8d43a7077 completed May 2, 2026, 4:57 p.m.
Created at: April 8, 2026, 9:53 p.m.