Triple

T1246455
Position Surface form Disambiguated ID Type / Status
Subject Lou Leon Guerrero E26776 entity
Predicate familyName P18 FINISHED
Object Leon Guerrero
Leon Guerrero is a surname most prominently associated with Lou Leon Guerrero, the first female governor of Guam and a notable Guamanian politician and businesswoman.
 E158869 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: Leon Guerrero | Statement: [Lou Leon Guerrero, familyName, Leon Guerrero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Leon Guerrero
Context triple: [Lou Leon Guerrero, familyName, Leon Guerrero]
  • A. Jair Marrufo
    Jair Marrufo is an American soccer referee who has officiated at the highest levels of Major League Soccer and international competitions.
  • B. Juan Sámano
    Juan Sámano was a Spanish royalist general best known for leading colonial forces against independence movements in New Granada during the early 19th century.
  • C. Nero Padilla
    Nero Padilla is a compassionate yet streetwise former gang member and brothel owner who becomes a close ally and love interest of Gemma Teller in the television series "Sons of Anarchy."
  • D. Víctor Manuel Fernández
    Víctor Manuel Fernández is an Argentine Catholic theologian and cardinal who serves as a close adviser to Pope Francis and a leading figure in shaping contemporary Catholic doctrine.
  • E. Mariano Osorio
    Mariano Osorio was a Spanish military officer best known for leading royalist forces against Chilean patriots during the Chilean War of Independence.
  • 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: Leon Guerrero
Triple: [Lou Leon Guerrero, familyName, Leon Guerrero]
Generated description
Leon Guerrero is a surname most prominently associated with Lou Leon Guerrero, the first female governor of Guam and a notable Guamanian politician and businesswoman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Leon Guerrero
Target entity description: Leon Guerrero is a surname most prominently associated with Lou Leon Guerrero, the first female governor of Guam and a notable Guamanian politician and businesswoman.
  • A. Jair Marrufo
    Jair Marrufo is an American soccer referee who has officiated at the highest levels of Major League Soccer and international competitions.
  • B. Juan Sámano
    Juan Sámano was a Spanish royalist general best known for leading colonial forces against independence movements in New Granada during the early 19th century.
  • C. Nero Padilla
    Nero Padilla is a compassionate yet streetwise former gang member and brothel owner who becomes a close ally and love interest of Gemma Teller in the television series "Sons of Anarchy."
  • D. Víctor Manuel Fernández
    Víctor Manuel Fernández is an Argentine Catholic theologian and cardinal who serves as a close adviser to Pope Francis and a leading figure in shaping contemporary Catholic doctrine.
  • E. Mariano Osorio
    Mariano Osorio was a Spanish military officer best known for leading royalist forces against Chilean patriots during the Chilean War of Independence.
  • 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_69a4948689d08190b3a4a3f388c02148 completed March 1, 2026, 7:33 p.m.
NER Named-entity recognition batch_69a4bf65c41c8190b4c65e015d1264c0 completed March 1, 2026, 10:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd470b044819087e0adfd137ff037 completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd7aa69d8819084e154ac82a9ff3c completed March 8, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69acd7fc5410819092a0c83c89a7c397 completed March 8, 2026, 1:59 a.m.
Created at: March 1, 2026, 7:47 p.m.