Triple

T11794774
Position Surface form Disambiguated ID Type / Status
Subject Borderlands E280475 entity
Predicate hasMainSeriesEntry P98712 FINISHED
Object Borderlands 2
Borderlands 2 is a cel-shaded, loot-driven first-person shooter RPG known for its cooperative gameplay, over-the-top humor, and expansive post-apocalyptic world of Pandora.
 E280475 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: Borderlands 2 | Statement: [Borderlands, hasMainSeriesEntry, Borderlands 2]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Borderlands 2
Context triple: [Borderlands, hasMainSeriesEntry, Borderlands 2]
  • A. Borderlands
    Borderlands is a popular first-person looter-shooter video game franchise known for its cel-shaded art style, dark humor, and cooperative gameplay on the lawless planet Pandora.
  • B. Tales from the Borderlands
    Tales from the Borderlands is an episodic, narrative-driven adventure game set in the Borderlands universe, known for its dark humor, strong characters, and choice-based storytelling.
  • C. Borderlands Line
    The Borderlands Line is a suburban railway route in north-east Wales and north-west England that links Wrexham with Bidston on the Wirral Peninsula.
  • D. Borderlands/La Frontera
    Borderlands/La Frontera is Gloria Anzaldúa’s influential hybrid work of theory, memoir, and poetry that explores Chicana identity, border culture, and the politics of language and belonging.
  • E. Hinterland
    Hinterland is a scenic inland region of South East Queensland known for its lush rainforests, mountain ranges, and charming rural towns popular with tourists.
  • 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: Borderlands 2
Triple: [Borderlands, hasMainSeriesEntry, Borderlands 2]
Generated description
Borderlands 2 is a cel-shaded, loot-driven first-person shooter RPG known for its cooperative gameplay, over-the-top humor, and expansive post-apocalyptic world of Pandora.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Borderlands 2
Target entity description: Borderlands 2 is a cel-shaded, loot-driven first-person shooter RPG known for its cooperative gameplay, over-the-top humor, and expansive post-apocalyptic world of Pandora.
  • A. Borderlands chosen
    Borderlands is a popular first-person looter-shooter video game franchise known for its cel-shaded art style, dark humor, and cooperative gameplay on the lawless planet Pandora.
  • B. Tales from the Borderlands
    Tales from the Borderlands is an episodic, narrative-driven adventure game set in the Borderlands universe, known for its dark humor, strong characters, and choice-based storytelling.
  • C. Borderlands Line
    The Borderlands Line is a suburban railway route in north-east Wales and north-west England that links Wrexham with Bidston on the Wirral Peninsula.
  • D. Borderlands/La Frontera
    Borderlands/La Frontera is Gloria Anzaldúa’s influential hybrid work of theory, memoir, and poetry that explores Chicana identity, border culture, and the politics of language and belonging.
  • E. Hinterland
    Hinterland is a scenic inland region of South East Queensland known for its lush rainforests, mountain ranges, and charming rural towns popular with tourists.
  • F. None of above.

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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5a082d08190a42541396a06ed98 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f280fe1b2881908c32b920cdaf04df completed April 29, 2026, 10:06 p.m.
NEDg Description generation batch_69f28a8e64ac8190ba7637fd00e024bd completed April 29, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69f28d4e341c8190abc8febc3b26a617 completed April 29, 2026, 10:59 p.m.
Created at: April 8, 2026, 9:42 p.m.