Triple

T11705673
Position Surface form Disambiguated ID Type / Status
Subject Tales from the Borderlands E278229 entity
Predicate character P662 FINISHED
Object Loader Bot
Loader Bot is a fan-favorite, wisecracking robotic companion from the episodic graphic adventure game *Tales from the Borderlands*.
E942490 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: Loader Bot | Statement: [Tales from the Borderlands, character, Loader Bot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Loader Bot
Context triple: [Tales from the Borderlands, character, Loader Bot]
  • A. Bebot
    "Bebot" is a song by the Black Eyed Peas that blends hip hop with Filipino cultural themes and language.
  • B. Botley
    Botley is a village and suburb on the western edge of Oxford, England, known for its residential character and proximity to the city.
  • C. Botley
    Botley is a historic village and civil parish in Hampshire, England, known for its rural character and location near the River Hamble.
  • D. Ginbot
    Ginbot is the ninth month of the Ethiopian calendar, roughly corresponding to May–June in the Gregorian calendar.
  • E. Robo
    Robo is a drummer best known for his work with the horror punk band Misfits and later the hardcore punk band Black Flag.
  • 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: Loader Bot
Triple: [Tales from the Borderlands, character, Loader Bot]
Generated description
Loader Bot is a fan-favorite, wisecracking robotic companion from the episodic graphic adventure game *Tales from the Borderlands*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Loader Bot
Target entity description: Loader Bot is a fan-favorite, wisecracking robotic companion from the episodic graphic adventure game *Tales from the Borderlands*.
  • A. Bebot
    "Bebot" is a song by the Black Eyed Peas that blends hip hop with Filipino cultural themes and language.
  • B. Botley
    Botley is a village and suburb on the western edge of Oxford, England, known for its residential character and proximity to the city.
  • C. Botley
    Botley is a historic village and civil parish in Hampshire, England, known for its rural character and location near the River Hamble.
  • D. Ginbot
    Ginbot is the ninth month of the Ethiopian calendar, roughly corresponding to May–June in the Gregorian calendar.
  • E. Robo
    Robo is a drummer best known for his work with the horror punk band Misfits and later the hardcore punk band Black Flag.
  • 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_69d6aaff2ce88190b4a1e4b341ad5377 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a49c8c38819083d83f5fdec52b7f completed April 10, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef836388bc8190827ce4af609d8b61 completed April 27, 2026, 3:40 p.m.
NEDg Description generation batch_69ef96b0169081909ad5c5d40a006e64 completed April 27, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69efb4dad6a481909a54511b6233993b completed April 27, 2026, 7:11 p.m.
Created at: April 8, 2026, 9:40 p.m.