Triple

T16652459
Position Surface form Disambiguated ID Type / Status
Subject GBU-10 Paveway II E404639 entity
Predicate usesWarhead P124136 FINISHED
Object BLU-109 penetrator warhead
The BLU-109 penetrator warhead is a hardened, bunker-busting bomb warhead designed to penetrate reinforced concrete and other fortified structures before detonation.
 E1226608 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: BLU-109 penetrator warhead | Statement: [GBU-10 Paveway II, usesWarhead, BLU-109 penetrator warhead]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BLU-109 penetrator warhead
Context triple: [GBU-10 Paveway II, usesWarhead, BLU-109 penetrator warhead]
  • A. W71 warhead
    The W71 warhead was a high-yield American thermonuclear warhead designed primarily for anti-ballistic missile defense applications during the Cold War.
  • B. W52 warhead
    The W52 warhead was a U.S. thermonuclear warhead developed during the Cold War for use in intermediate-range ballistic missiles.
  • C. W70 warhead
    The W70 warhead was a U.S. tactical nuclear warhead best known for arming the MGM-52 Lance missile and existing in both conventional and enhanced-radiation (neutron bomb) variants.
  • D. W47 warhead
    The W47 warhead was a compact American thermonuclear warhead designed primarily for deployment on Polaris submarine-launched ballistic missiles during the Cold War.
  • E. W51 warhead
    The W51 warhead was a planned but never deployed American thermonuclear warhead design developed during the Cold War.
  • 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-109 penetrator warhead
Triple: [GBU-10 Paveway II, usesWarhead, BLU-109 penetrator warhead]
Generated description
The BLU-109 penetrator warhead is a hardened, bunker-busting bomb warhead designed to penetrate reinforced concrete and other fortified structures before detonation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BLU-109 penetrator warhead
Target entity description: The BLU-109 penetrator warhead is a hardened, bunker-busting bomb warhead designed to penetrate reinforced concrete and other fortified structures before detonation.
  • A. W71 warhead
    The W71 warhead was a high-yield American thermonuclear warhead designed primarily for anti-ballistic missile defense applications during the Cold War.
  • B. W52 warhead
    The W52 warhead was a U.S. thermonuclear warhead developed during the Cold War for use in intermediate-range ballistic missiles.
  • C. W70 warhead
    The W70 warhead was a U.S. tactical nuclear warhead best known for arming the MGM-52 Lance missile and existing in both conventional and enhanced-radiation (neutron bomb) variants.
  • D. W47 warhead
    The W47 warhead was a compact American thermonuclear warhead designed primarily for deployment on Polaris submarine-launched ballistic missiles during the Cold War.
  • E. W51 warhead
    The W51 warhead was a planned but never deployed American thermonuclear warhead design developed during the Cold War.
  • 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_69d8838a41f08190b0c3f79c47df5078 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37bf7ae7c81908b6807acd8f1669b completed April 18, 2026, 12:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0084c4c6a08190874264b2840fc70d completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a00867b9314819080775dff976f93bd completed May 10, 2026, 1:22 p.m.
NED2 Entity disambiguation (via description) batch_6a00874646c081908d8a83dd8fd44941 completed May 10, 2026, 1:25 p.m.
Created at: April 10, 2026, 5:18 a.m.