Triple
T7060138
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ken MacLeod |
E164194
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E638258
|
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: Dark Light | Statement: [Ken MacLeod, notableWork, Dark Light]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dark Light Context triple: [Ken MacLeod, notableWork, Dark Light]
-
A.
Darkness and the Light
Darkness and the Light is a philosophical science fiction novel by Olaf Stapledon that contrasts two possible futures for humanity shaped by differing social and moral choices.
-
B.
Darkness and Light
"Darkness and Light" is a 2016 R&B and soul studio album by John Legend that explores themes of love, social justice, and personal reflection.
-
C.
Darkness and Light
Darkness and Light is a musical artist or group known for performing the song "Right By You (for Luna)."
-
D.
Dark Passage
Dark Passage is a 1947 film noir thriller starring Humphrey Bogart and Lauren Bacall, known for its innovative use of first-person camera perspective.
-
E.
After Darkness, Light
"After Darkness, Light" is the English motto translation of American International College, expressing a theme of emerging from hardship into knowledge and hope.
- 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: Dark Light Triple: [Ken MacLeod, notableWork, Dark Light]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dark Light Target entity description: 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.
-
A.
Darkness and the Light
Darkness and the Light is a philosophical science fiction novel by Olaf Stapledon that contrasts two possible futures for humanity shaped by differing social and moral choices.
-
B.
Darkness and Light
"Darkness and Light" is a 2016 R&B and soul studio album by John Legend that explores themes of love, social justice, and personal reflection.
-
C.
Darkness and Light
Darkness and Light is a musical artist or group known for performing the song "Right By You (for Luna)."
-
D.
Dark Passage
Dark Passage is a 1947 film noir thriller starring Humphrey Bogart and Lauren Bacall, known for its innovative use of first-person camera perspective.
-
E.
After Darkness, Light
"After Darkness, Light" is the English motto translation of American International College, expressing a theme of emerging from hardship into knowledge and hope.
- 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_69c688796c148190adb2f1596f595f22 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e458ad9c81908c3f492b317ce291 |
completed | March 27, 2026, 8:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c788af20cc819084542035410aafbd |
completed | March 28, 2026, 7:52 a.m. |
| NEDg | Description generation | batch_69c78968b8588190b26afb5fe1a976db |
completed | March 28, 2026, 7:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c78a520b4081908b4822fb55c3dab9 |
completed | March 28, 2026, 7:59 a.m. |
Created at: March 27, 2026, 2:38 p.m.