Triple

T4058674
Position Surface form Disambiguated ID Type / Status
Subject Tarlac E84755 entity
Predicate hasCity P316 FINISHED
Object Ramos
Ramos is a municipality in the Philippine province of Tarlac known for its predominantly agricultural economy and rural communities.
 E411895 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: Ramos | Statement: [Tarlac, hasCity, Ramos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ramos
Context triple: [Tarlac, hasCity, Ramos]
  • A. Carlos Carvajal
    Carlos Carvajal is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Carvajal.
  • B. Ricardo Carvajal
    Ricardo Carvajal is an individual notable enough to be specifically cited as a bearer of the surname Carvajal.
  • C. Hugo Carvajal
    Hugo Carvajal is a former Venezuelan military intelligence chief and close ally of Hugo Chávez who later became known internationally for allegations of drug trafficking, corruption, and political intrigue.
  • D. Llorente
    Llorente is a coastal municipality in the province of Eastern Samar in the Philippines, known for its rural communities and access to the Pacific Ocean.
  • E. Walter Ruiz
    Walter Ruiz is an individual notable enough to be recognized as a prominent bearer of the surname Ruiz, though specific widely known biographical details are not clearly established.
  • 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: Ramos
Triple: [Tarlac, hasCity, Ramos]
Generated description
Ramos is a municipality in the Philippine province of Tarlac known for its predominantly agricultural economy and rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ramos
Target entity description: Ramos is a municipality in the Philippine province of Tarlac known for its predominantly agricultural economy and rural communities.
  • A. Carlos Carvajal
    Carlos Carvajal is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Carvajal.
  • B. Ricardo Carvajal
    Ricardo Carvajal is an individual notable enough to be specifically cited as a bearer of the surname Carvajal.
  • C. Hugo Carvajal
    Hugo Carvajal is a former Venezuelan military intelligence chief and close ally of Hugo Chávez who later became known internationally for allegations of drug trafficking, corruption, and political intrigue.
  • D. Llorente
    Llorente is a coastal municipality in the province of Eastern Samar in the Philippines, known for its rural communities and access to the Pacific Ocean.
  • E. Walter Ruiz
    Walter Ruiz is an individual notable enough to be recognized as a prominent bearer of the surname Ruiz, though specific widely known biographical details are not clearly established.
  • 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_69aed933bec881909edfa28ebb69c634 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefbd13b4481908f9c09cc4f4a9724 completed March 9, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b562a6250081908f289f43b066b04d completed March 14, 2026, 1:29 p.m.
NEDg Description generation batch_69b563b3db0481909f3dd2a9e6a88e6e completed March 14, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69b567e223cc8190aa1d7e827e6c70fd completed March 14, 2026, 1:51 p.m.
Created at: March 9, 2026, 3:38 p.m.