Triple

T21012573
Position Surface form Disambiguated ID Type / Status
Subject Humacao, Puerto Rico E517586 entity
Predicate hasBarrio P4813 FINISHED
Object Mambiche
Mambiche is a barrio (district) of the municipality of Humacao in eastern Puerto Rico, characterized by its residential communities and local rural landscapes.
 E1462806 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: Mambiche | Statement: [Humacao, Puerto Rico, hasBarrio, Mambiche]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mambiche
Context triple: [Humacao, Puerto Rico, hasBarrio, Mambiche]
  • A. Kabambare
    Kabambare is a town and administrative center located in Maniema Province in the eastern part of the Democratic Republic of the Congo.
  • B. Tchagra
    Tchagra is a genus of African bushshrikes, medium-sized passerine birds known for their strong hooked bills and distinctive head patterns.
  • C. Chambo
    Chambo is a small town in central Ecuador known for its agricultural activities and proximity to the Andean highlands.
  • D. Chambeali
    Chambeali is an Indo-Aryan language spoken primarily in the Chamba region of Himachal Pradesh in northern India.
  • E. Kamwambie
    "Kamwambie" is a popular song by Tanzanian Bongo Flava artist Diamond Platnumz that helped establish his early fame in East Africa.
  • 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: Mambiche
Triple: [Humacao, Puerto Rico, hasBarrio, Mambiche]
Generated description
Mambiche is a barrio (district) of the municipality of Humacao in eastern Puerto Rico, characterized by its residential communities and local rural landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mambiche
Target entity description: Mambiche is a barrio (district) of the municipality of Humacao in eastern Puerto Rico, characterized by its residential communities and local rural landscapes.
  • A. Kabambare
    Kabambare is a town and administrative center located in Maniema Province in the eastern part of the Democratic Republic of the Congo.
  • B. Tchagra
    Tchagra is a genus of African bushshrikes, medium-sized passerine birds known for their strong hooked bills and distinctive head patterns.
  • C. Chambo
    Chambo is a small town in central Ecuador known for its agricultural activities and proximity to the Andean highlands.
  • D. Chambeali
    Chambeali is an Indo-Aryan language spoken primarily in the Chamba region of Himachal Pradesh in northern India.
  • E. Kamwambie
    "Kamwambie" is a popular song by Tanzanian Bongo Flava artist Diamond Platnumz that helped establish his early fame in East Africa.
  • 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_69e0b50192308190a284fcc89dd23a49 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc40f91c81908c9b6d99869de7aa completed April 21, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a093b60b94081909bea5b8b0cf81447 completed May 17, 2026, 3:52 a.m.
NEDg Description generation batch_6a093d500adc8190ba08e8a6c1674563 completed May 17, 2026, 4 a.m.
NED2 Entity disambiguation (via description) batch_6a093e445e748190a20721d0718c71bc completed May 17, 2026, 4:04 a.m.
Created at: April 16, 2026, 1:53 p.m.