Triple

T14404113
Position Surface form Disambiguated ID Type / Status
Subject The Ribos Operation E357152 entity
Predicate featuresCharacter P626 FINISHED
Object Binro
Binro is a skeptical philosopher from the Doctor Who serial "The Ribos Operation," known for challenging his world's superstitious beliefs about the cosmos.
 E1097506 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: Binro | Statement: [The Ribos Operation, featuresCharacter, Binro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Binro
Context triple: [The Ribos Operation, featuresCharacter, Binro]
  • A. Buariki
    Buariki is a village on the atoll of Marakei in the island nation of Kiribati in the central Pacific Ocean.
  • B. Buariki
    Buariki is a village on the atoll of Aranuka in the island nation of Kiribati.
  • C. Borama
    Borama is a city in northwestern Somalia’s Awdal region, known as a cultural and educational center for the Somali people.
  • D. Boari
    Boari is an Italian surname most notably associated with Adamo Boari, an architect known for designing prominent buildings in Mexico such as the Palacio de Bellas Artes.
  • E. Beni
    Beni is a town in western Nepal that serves as a gateway to the Dhaulagiri and Annapurna mountain regions.
  • 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: Binro
Triple: [The Ribos Operation, featuresCharacter, Binro]
Generated description
Binro is a skeptical philosopher from the Doctor Who serial "The Ribos Operation," known for challenging his world's superstitious beliefs about the cosmos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Binro
Target entity description: Binro is a skeptical philosopher from the Doctor Who serial "The Ribos Operation," known for challenging his world's superstitious beliefs about the cosmos.
  • A. Buariki
    Buariki is a village on the atoll of Marakei in the island nation of Kiribati in the central Pacific Ocean.
  • B. Buariki
    Buariki is a village on the atoll of Aranuka in the island nation of Kiribati.
  • C. Borama
    Borama is a city in northwestern Somalia’s Awdal region, known as a cultural and educational center for the Somali people.
  • D. Boari
    Boari is an Italian surname most notably associated with Adamo Boari, an architect known for designing prominent buildings in Mexico such as the Palacio de Bellas Artes.
  • E. Beni
    Beni is a city in the eastern Democratic Republic of the Congo that became internationally known as a major hotspot of conflict and public health crises, including serving as the epicenter of the 2018–2020 Kivu Ebola epidemic.
  • 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_69d82793421c8190861eb0e673b085de completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90860ae481908e175decda8624d5 completed April 14, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5523267081908d972b60b6039528 completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd5671e4688190ab1b7a7ed6c0cfb8 completed May 8, 2026, 3:20 a.m.
NED2 Entity disambiguation (via description) batch_69fd57710f648190a1344ac1363acce1 completed May 8, 2026, 3:24 a.m.
Created at: April 10, 2026, 1:17 a.m.