Triple
T12996228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bob Lee Swagger |
E322039
|
entity |
| Predicate | appearsInSeries |
P26455
|
FINISHED |
| Object |
Black Light
Black Light is a thriller novel by Stephen Hunter featuring Vietnam War veteran and expert sniper Bob Lee Swagger as he investigates a decades-old conspiracy.
|
E1016344
|
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: Black Light | Statement: [Bob Lee Swagger, appearsInSeries, Black Light]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Light Context triple: [Bob Lee Swagger, appearsInSeries, Black Light]
-
A.
More Light
More Light is a 2013 studio album by Scottish rock band Primal Scream that blends alternative rock, psychedelia, and experimental sounds.
-
B.
Dark Light
Dark Light is a science fiction novel by Scottish author Ken MacLeod, set in his Engines of Light universe and known for its blend of space opera, political intrigue, and speculative cosmology.
-
C.
White Light
White Light is a significant artwork by Australian artist and filmmaker George Gittoes, known for his politically charged and war-themed visual narratives.
-
D.
White Light
"White Light" is a 1971 country-rock album by American singer-songwriter Gene Clark, acclaimed for its introspective songwriting and understated, folk-influenced sound.
-
E.
One Light
"One Light" is a song by Dutch electronic music producer and DJ Jordi.
- 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: Black Light Triple: [Bob Lee Swagger, appearsInSeries, Black Light]
Generated description
Black Light is a thriller novel by Stephen Hunter featuring Vietnam War veteran and expert sniper Bob Lee Swagger as he investigates a decades-old conspiracy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Light Target entity description: Black Light is a thriller novel by Stephen Hunter featuring Vietnam War veteran and expert sniper Bob Lee Swagger as he investigates a decades-old conspiracy.
-
A.
More Light
More Light is a 2013 studio album by Scottish rock band Primal Scream that blends alternative rock, psychedelia, and experimental sounds.
-
B.
Dark Light
Dark Light is a science fiction novel by Scottish author Ken MacLeod, set in his Engines of Light universe and known for its blend of space opera, political intrigue, and speculative cosmology.
-
C.
White Light
White Light is a significant artwork by Australian artist and filmmaker George Gittoes, known for his politically charged and war-themed visual narratives.
-
D.
White Light
"White Light" is a 1971 country-rock album by American singer-songwriter Gene Clark, acclaimed for its introspective songwriting and understated, folk-influenced sound.
-
E.
One Light
"One Light" is a song by Dutch electronic music producer and DJ Jordi.
- 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_69d8076479b8819090afce3591939cdf |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e7980288190a9fe629a8cc76a52 |
completed | April 10, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6c0fe9d608190b9d503f4da1fe0c0 |
completed | May 3, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69f6c3beaf6881909be9c839206817b3 |
completed | May 3, 2026, 3:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6c48ee33c8190a50b308b12c08951 |
completed | May 3, 2026, 3:44 a.m. |
Created at: April 9, 2026, 8:45 p.m.