Triple

T21430645
Position Surface form Disambiguated ID Type / Status
Subject Humacao E528674 entity
Predicate hasBarrio P4813 FINISHED
Object Machuelo
Machuelo is a barrio (district) of the municipality of Humacao in Puerto Rico, functioning as one of its local administrative and residential communities.
 E1485237 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: Machuelo | Statement: [Humacao, hasBarrio, Machuelo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Machuelo
Context triple: [Humacao, hasBarrio, Machuelo]
  • A. Chuncho
    "Chuncho" is a musical piece featured on the album *Inca Taqui*, known for its incorporation of traditional Andean sounds and themes.
  • B. Monocuco
    Monocuco is a traditional masked and cloaked trickster figure from Colombia’s Barranquilla Carnival, known for its colorful costume and playful, anonymous interactions with spectators.
  • C. Juncalinho
    Juncalinho is a small coastal settlement on the island of São Nicolau in Cape Verde, known for its fishing community and scenic Atlantic shoreline.
  • D. Masqualero
    Masqualero is a jazz composition by Wayne Shorter that became a modern standard, notably recorded by Miles Davis’s Second Great Quintet.
  • E. Guagua
    Guagua is a municipality in the province of Pampanga in the Philippines, known historically as a riverside trading town.
  • 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: Machuelo
Triple: [Humacao, hasBarrio, Machuelo]
Generated description
Machuelo is a barrio (district) of the municipality of Humacao in Puerto Rico, functioning as one of its local administrative and residential communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Machuelo
Target entity description: Machuelo is a barrio (district) of the municipality of Humacao in Puerto Rico, functioning as one of its local administrative and residential communities.
  • A. Chuncho
    "Chuncho" is a musical piece featured on the album *Inca Taqui*, known for its incorporation of traditional Andean sounds and themes.
  • B. Monocuco
    Monocuco is a traditional masked and cloaked trickster figure from Colombia’s Barranquilla Carnival, known for its colorful costume and playful, anonymous interactions with spectators.
  • C. Juncalinho
    Juncalinho is a small coastal settlement on the island of São Nicolau in Cape Verde, known for its fishing community and scenic Atlantic shoreline.
  • D. Masqualero
    Masqualero is a jazz composition by Wayne Shorter that became a modern standard, notably recorded by Miles Davis’s Second Great Quintet.
  • E. Guagua
    Guagua is a municipality in the province of Pampanga in the Philippines, known historically as a riverside trading town.
  • 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_69e0c455f3688190810bc96365791b0f completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ee813fe2108190a4193f69667fe79e completed April 26, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09c8f97f7481909d4b7fc1bc43f0f1 completed May 17, 2026, 1:56 p.m.
NEDg Description generation batch_6a09c9a6b84881908f9193b89ded7361 completed May 17, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_6a09caa391588190808eb3dcaff07803 completed May 17, 2026, 2:03 p.m.
Created at: April 16, 2026, 5:49 p.m.