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.