Triple

T3697280
Position Surface form Disambiguated ID Type / Status
Subject BLU-109 E78488 entity
Predicate replacedOrSupplementedBy P101 FINISHED
Object BLU-116
BLU-116 is an advanced U.S. bunker-buster bomb warhead designed to penetrate hardened, deeply buried targets with improved performance over earlier models.
E380582 NE FINISHED

How this triple was built (5 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: BLU-116 | Statement: [BLU-109, replacedOrSupplementedBy, BLU-116]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BLU-116
Context triple: [BLU-109, replacedOrSupplementedBy, BLU-116]
  • A. BLU-111/B (low-collateral variant)
    The BLU-111/B (low-collateral variant) is a 500-pound class U.S. aerial bomb designed to reduce collateral damage through improved guidance and/or warhead characteristics compared to standard Mk 82-series munitions.
  • B. Blu
    Blu is a popular electronic cigarette and vaping brand known for its range of rechargeable and disposable e-cigarette products.
  • C. Blu
    Blu is an American underground hip-hop rapper known for his introspective lyrics and acclaimed collaborations, particularly with producer Exile.
  • D. Blu
    Blu is a domesticated Spix's macaw who serves as the timid yet brave protagonist of the animated Rio film series.
  • E. Blum
    Blum is a surname of German and Jewish origin borne by various notable individuals across fields such as mathematics, politics, and the arts.
  • 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: BLU-116
Triple: [BLU-109, replacedOrSupplementedBy, BLU-116]
Generated description
BLU-116 is an advanced U.S. bunker-buster bomb warhead designed to penetrate hardened, deeply buried targets with improved performance over earlier models.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BLU-116
Target entity description: BLU-116 is an advanced U.S. bunker-buster bomb warhead designed to penetrate hardened, deeply buried targets with improved performance over earlier models.
  • A. BLU-111/B (low-collateral variant)
    The BLU-111/B (low-collateral variant) is a 500-pound class U.S. aerial bomb designed to reduce collateral damage through improved guidance and/or warhead characteristics compared to standard Mk 82-series munitions.
  • B. Blu
    Blu is a popular electronic cigarette and vaping brand known for its range of rechargeable and disposable e-cigarette products.
  • C. Blu
    Blu is a domesticated Spix's macaw who serves as the timid yet brave protagonist of the animated Rio film series.
  • D. Blu
    Blu is an American underground hip-hop rapper known for his introspective lyrics and acclaimed collaborations, particularly with producer Exile.
  • E. Blum
    Blum is a surname of German and Jewish origin borne by various notable individuals across fields such as mathematics, politics, and the arts.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: replacedOrSupplementedBy
Context triple: [BLU-109, replacedOrSupplementedBy, BLU-116]
  • A. wasSupersededBy chosen
    Indicates that one entity has been replaced or made obsolete by another entity that takes over its role or function.
  • B. placedBy
    Indicates that one entity was positioned, set, or put in a location or context by another entity.
  • C. partlyReplacedBy
    Indicates that one entity has been superseded or substituted in part, but not entirely, by another entity.
  • D. replacedWith
    Indicates that one entity has been substituted or superseded by another entity, taking over its role, function, or position.
  • E. mayBeReplacedBy
    Indicates that one entity can potentially be substituted or superseded by another entity.
  • F. None of above.

Provenance (6 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_69ad85e3b1888190abc983e06968696d completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc5115ad8819085ffa938de3943f4 completed March 8, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3dbb7fc81909df2e7a4755cce28 completed March 14, 2026, 2:11 a.m.
NEDg Description generation batch_69b4c7a89eac819090ce443784e1a326 completed March 14, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69b4c88111c08190b0c275898437fdab completed March 14, 2026, 2:31 a.m.
PD Predicate disambiguation batch_69adb84dc5808190850aa6975cb09e27 completed March 8, 2026, 5:56 p.m.
Created at: March 8, 2026, 3:26 p.m.