Triple

T11794784
Position Surface form Disambiguated ID Type / Status
Subject Borderlands E280475 entity
Predicate notableCharacter P1481 FINISHED
Object Claptrap
Claptrap is a quirky, talkative robot companion from the Borderlands video game series, known for his comic relief and distinctive high-pitched personality.
 E947023 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: Claptrap | Statement: [Borderlands, notableCharacter, Claptrap]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Claptrap
Context triple: [Borderlands, notableCharacter, Claptrap]
  • A. Harmonious Claptrap
    Harmonious Claptrap is a production company known for creating content for the television series "Community."
  • B. Antrobus
    Antrobus is an English-language surname of likely British origin, borne by various real and fictional individuals.
  • C. Killick
    Killick is the irascible yet fiercely loyal steward and servant to Captain Jack Aubrey in Patrick O’Brian’s Aubrey–Maturin naval novels.
  • D. Clu
    Clu is a fictional computer program and primary antagonist in the Tron film series, portrayed by Jeff Bridges as a digital doppelgänger of his character Kevin Flynn.
  • E. Shagbat
    Shagbat is an informal nickname for the Supermarine Walrus, a British World War II-era amphibious reconnaissance and air-sea rescue aircraft.
  • 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: Claptrap
Triple: [Borderlands, notableCharacter, Claptrap]
Generated description
Claptrap is a quirky, talkative robot companion from the Borderlands video game series, known for his comic relief and distinctive high-pitched personality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Claptrap
Target entity description: Claptrap is a quirky, talkative robot companion from the Borderlands video game series, known for his comic relief and distinctive high-pitched personality.
  • A. Harmonious Claptrap
    Harmonious Claptrap is a production company known for creating content for the television series "Community."
  • B. Antrobus
    Antrobus is an English-language surname of likely British origin, borne by various real and fictional individuals.
  • C. Killick
    Killick is the irascible yet fiercely loyal steward and servant to Captain Jack Aubrey in Patrick O’Brian’s Aubrey–Maturin naval novels.
  • D. Clu
    Clu is a fictional computer program and primary antagonist in the Tron film series, portrayed by Jeff Bridges as a digital doppelgänger of his character Kevin Flynn.
  • E. Shagbat
    Shagbat is an informal nickname for the Supermarine Walrus, a British World War II-era amphibious reconnaissance and air-sea rescue aircraft.
  • 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_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_69f09115c66c8190b0a3e775bdf575c1 completed April 28, 2026, 10:51 a.m.
NEDg Description generation batch_69f0bd40108c8190863a60cf01cc7201 completed April 28, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f0ef7e9f388190b33f6c16abadfde9 completed April 28, 2026, 5:33 p.m.
Created at: April 8, 2026, 9:42 p.m.