Triple

T4718592
Position Surface form Disambiguated ID Type / Status
Subject Benigno S. Aquino III E104707 entity
Predicate campaignSlogan P42 FINISHED
Object Daang Matuwid
Daang Matuwid is the reform-focused governance platform and anti-corruption banner associated with the presidency of Benigno S. Aquino III in the Philippines.
E465687 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: Daang Matuwid | Statement: [Benigno S. Aquino III, campaignSlogan, Daang Matuwid]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Daang Matuwid
Context triple: [Benigno S. Aquino III, campaignSlogan, Daang Matuwid]
  • A. Hanunoo
    Hanunoo is an indigenous Philippine script traditionally used by the Hanunó'o Mangyan people of Mindoro to write their Austronesian language.
  • B. Talugtug
    Talugtug is a landlocked agricultural municipality in the province of Nueva Ecija in the Philippines.
  • C. Marilao
    Marilao is a rapidly urbanizing municipality in the province of Bulacan in the Philippines, known for its commercial centers and proximity to Metro Manila.
  • D. Timugan
    Timugan is a barangay (village-level administrative division) in the municipality of Los Baños in the province of Laguna, Philippines.
  • E. 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.
  • 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: Daang Matuwid
Triple: [Benigno S. Aquino III, campaignSlogan, Daang Matuwid]
Generated description
Daang Matuwid is the reform-focused governance platform and anti-corruption banner associated with the presidency of Benigno S. Aquino III in the Philippines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Daang Matuwid
Target entity description: Daang Matuwid is the reform-focused governance platform and anti-corruption banner associated with the presidency of Benigno S. Aquino III in the Philippines.
  • A. Hanunoo
    Hanunoo is an indigenous Philippine script traditionally used by the Hanunó'o Mangyan people of Mindoro to write their Austronesian language.
  • B. Talugtug
    Talugtug is a landlocked agricultural municipality in the province of Nueva Ecija in the Philippines.
  • C. Talaandig
    The Talaandig are an indigenous Manobo subgroup in the Philippines known for their rich oral traditions, music, and rituals rooted in ancestral land and forest stewardship.
  • D. Marilao
    Marilao is a rapidly urbanizing municipality in the province of Bulacan in the Philippines, known for its commercial centers and proximity to Metro Manila.
  • E. Timugan
    Timugan is a barangay (village-level administrative division) in the municipality of Los Baños in the province of Laguna, Philippines.
  • 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_69bd43ec4a348190bc41afae43375e71 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd642779a08190b01e588d515cf498 completed March 20, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69be108bc0048190aeea8674f75105e5 completed March 21, 2026, 3:29 a.m.
NEDg Description generation batch_69be2e247f28819099e14db2c551a8f2 completed March 21, 2026, 5:35 a.m.
NED2 Entity disambiguation (via description) batch_69be2ee962f88190927ccb32acdcc2e8 completed March 21, 2026, 5:38 a.m.
Created at: March 20, 2026, 1:18 p.m.