Triple

T3908636
Position Surface form Disambiguated ID Type / Status
Subject Bulacan E87267 entity
Predicate hasMunicipality P847 FINISHED
Object Balagtas
Balagtas is a municipality in the province of Bulacan in the Philippines, known historically as Bigaa and renamed in honor of the Filipino poet Francisco Balagtas.
 E397296 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: Balagtas | Statement: [Bulacan, hasMunicipality, Balagtas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Balagtas
Context triple: [Bulacan, hasMunicipality, Balagtas]
  • A. Alfonso Oiterong
    Alfonso Oiterong was a Palauan politician who briefly served as the country's president during its early years of independence.
  • B. Biag ni Lam-ang
    Biag ni Lam-ang is a renowned Ilocano epic poem from the Philippines that recounts the heroic adventures and extraordinary life of the warrior Lam-ang.
  • C. Fucales
    Fucales is an order of brown algae characterized by mostly marine, often large and structurally complex seaweeds that include genera such as Sargassum and Fucus.
  • D. Lalakay
    Lalakay is a barangay (village-level administrative division) within the municipality of Los Baños in the province of Laguna, Philippines.
  • E. Noli de Jesús Agcaoili
    Noli de Jesús Agcaoili is a Roman Catholic prelate who serves as the bishop of the Diocese of Carabayllo in Peru.
  • 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: Balagtas
Triple: [Bulacan, hasMunicipality, Balagtas]
Generated description
Balagtas is a municipality in the province of Bulacan in the Philippines, known historically as Bigaa and renamed in honor of the Filipino poet Francisco Balagtas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Balagtas
Target entity description: Balagtas is a municipality in the province of Bulacan in the Philippines, known historically as Bigaa and renamed in honor of the Filipino poet Francisco Balagtas.
  • A. Alfonso Oiterong
    Alfonso Oiterong was a Palauan politician who briefly served as the country's president during its early years of independence.
  • B. Biag ni Lam-ang
    Biag ni Lam-ang is a renowned Ilocano epic poem from the Philippines that recounts the heroic adventures and extraordinary life of the warrior Lam-ang.
  • C. Fucales
    Fucales is an order of brown algae characterized by mostly marine, often large and structurally complex seaweeds that include genera such as Sargassum and Fucus.
  • D. Lalakay
    Lalakay is a barangay (village-level administrative division) within the municipality of Los Baños in the province of Laguna, Philippines.
  • E. Noli de Jesús Agcaoili
    Noli de Jesús Agcaoili is a Roman Catholic prelate who serves as the bishop of the Diocese of Carabayllo in Peru.
  • 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_69aed9424514819086e9c58adde6652d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeed13bb14819096842c6c82342524 completed March 9, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b51caf41c881909c5156480b46e794 completed March 14, 2026, 8:30 a.m.
NEDg Description generation batch_69b51dab33488190b8e09ec26251a469 completed March 14, 2026, 8:34 a.m.
NED2 Entity disambiguation (via description) batch_69b51e0e9df08190959bc5cb7084d8a5 completed March 14, 2026, 8:36 a.m.
Created at: March 9, 2026, 3:22 p.m.