Triple

T1959173
Position Surface form Disambiguated ID Type / Status
Subject La Reforma E42340 entity
Predicate significantPerson P643 FINISHED
Object Melchor Ocampo
Melchor Ocampo was a prominent 19th-century Mexican liberal politician, jurist, and ideologue who played a key role in shaping the anticlerical and constitutional reforms of La Reforma.
 E244658 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: Melchor Ocampo | Statement: [La Reforma, significantPerson, Melchor Ocampo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Melchor Ocampo
Context triple: [La Reforma, significantPerson, Melchor Ocampo]
  • A. Miguel Malvar
    Miguel Malvar was a Filipino general and revolutionary leader who became one of the last prominent commanders to continue armed resistance against American colonial forces in the Philippines.
  • B. José Antonio Ocampo
    José Antonio Ocampo is a Colombian economist and former UN official known for his influential work on development economics, inequality, and international financial reform.
  • C. Joaquín de la Pezuela
    Joaquín de la Pezuela was a Spanish military officer and colonial administrator who served as Viceroy of Peru and led royalist forces against independence movements in South America.
  • D. Enrique Tierno Galván
    Enrique Tierno Galván was a Spanish socialist politician, jurist, and intellectual best known for serving as the popular mayor of Madrid during Spain’s transition to democracy.
  • E. Joaquín Goyache
    Joaquín Goyache is a Spanish veterinarian and academic who serves as rector of the Complutense University of Madrid.
  • 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: Melchor Ocampo
Triple: [La Reforma, significantPerson, Melchor Ocampo]
Generated description
Melchor Ocampo was a prominent 19th-century Mexican liberal politician, jurist, and ideologue who played a key role in shaping the anticlerical and constitutional reforms of La Reforma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Melchor Ocampo
Target entity description: Melchor Ocampo was a prominent 19th-century Mexican liberal politician, jurist, and ideologue who played a key role in shaping the anticlerical and constitutional reforms of La Reforma.
  • A. Miguel Malvar
    Miguel Malvar was a Filipino general and revolutionary leader who became one of the last prominent commanders to continue armed resistance against American colonial forces in the Philippines.
  • B. José Antonio Ocampo
    José Antonio Ocampo is a Colombian economist and former UN official known for his influential work on development economics, inequality, and international financial reform.
  • C. Joaquín de la Pezuela
    Joaquín de la Pezuela was a Spanish military officer and colonial administrator who served as Viceroy of Peru and led royalist forces against independence movements in South America.
  • D. Enrique Tierno Galván
    Enrique Tierno Galván was a Spanish socialist politician, jurist, and intellectual best known for serving as the popular mayor of Madrid during Spain’s transition to democracy.
  • E. Joaquín Goyache
    Joaquín Goyache is a Spanish veterinarian and academic who serves as rector of the Complutense University of Madrid.
  • 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_69a8870eea088190a38781990812a9bc completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb37f737881908130bb828affcaa2 completed March 7, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae65254bf48190bc12fb982dfde46c completed March 9, 2026, 6:13 a.m.
NEDg Description generation batch_69ae666bd32c81909ff15201757a6c76 completed March 9, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69ae66d8ba688190a2102c00fc6231c4 completed March 9, 2026, 6:21 a.m.
Created at: March 4, 2026, 7:36 p.m.