Triple
T4693358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Party of the Democratic Revolution |
E104084
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Heberto Castillo
Heberto Castillo was a prominent Mexican civil engineer, leftist political activist, and intellectual who played a key role in the country’s pro-democracy movements of the late 20th century.
|
E461058
|
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: Heberto Castillo | Statement: [Party of the Democratic Revolution, foundedBy, Heberto Castillo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heberto Castillo Context triple: [Party of the Democratic Revolution, foundedBy, Heberto Castillo]
-
A.
Nicolás Guillén
Nicolás Guillén was a prominent Cuban poet and journalist, widely regarded as the national poet of Cuba and a leading voice of Afro-Cuban literature and social protest.
-
B.
Roberto Fernández Retamar
Roberto Fernández Retamar was a prominent Cuban poet, essayist, and literary critic known for his influential work on Latin American identity and postcolonial thought.
-
C.
Manuel Arturo Machado
Manuel Arturo Machado is a Dominican-American professional baseball third baseman and multiple-time All-Star known for his power hitting and elite defense in Major League Baseball.
-
D.
Octavio Paz
Octavio Paz was a Mexican poet, essayist, and diplomat renowned for his innovative, introspective writing and awarded the 1990 Nobel Prize in Literature.
-
E.
César Vallejo
César Vallejo was a Peruvian poet, writer, and journalist renowned as one of the most innovative and influential voices in 20th-century Latin American literature.
- 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: Heberto Castillo Triple: [Party of the Democratic Revolution, foundedBy, Heberto Castillo]
Generated description
Heberto Castillo was a prominent Mexican civil engineer, leftist political activist, and intellectual who played a key role in the country’s pro-democracy movements of the late 20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heberto Castillo Target entity description: Heberto Castillo was a prominent Mexican civil engineer, leftist political activist, and intellectual who played a key role in the country’s pro-democracy movements of the late 20th century.
-
A.
Nicolás Guillén
Nicolás Guillén was a prominent Cuban poet and journalist, widely regarded as the national poet of Cuba and a leading voice of Afro-Cuban literature and social protest.
-
B.
Roberto Fernández Retamar
Roberto Fernández Retamar was a prominent Cuban poet, essayist, and literary critic known for his influential work on Latin American identity and postcolonial thought.
-
C.
Manuel Arturo Machado
Manuel Arturo Machado is a Dominican-American professional baseball third baseman and multiple-time All-Star known for his power hitting and elite defense in Major League Baseball.
-
D.
Octavio Paz
Octavio Paz was a Mexican poet, essayist, and diplomat renowned for his innovative, introspective writing and awarded the 1990 Nobel Prize in Literature.
-
E.
César Vallejo
César Vallejo was a Peruvian poet, writer, and journalist renowned as one of the most innovative and influential voices in 20th-century Latin American literature.
- 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_69bd43df91f481908e9add1b617b60ef |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd639dc94c8190bc033111a4199f40 |
completed | March 20, 2026, 3:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03bd47b08190a3d2a174eb2f7b2e |
completed | March 21, 2026, 2:34 a.m. |
| NEDg | Description generation | batch_69be055390c08190a85f92aec34b390a |
completed | March 21, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be05d5bd008190bd94bd70092e8dfd |
completed | March 21, 2026, 2:43 a.m. |
Created at: March 20, 2026, 1:16 p.m.