Triple
T5117440
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Kube-McDowell |
E115371
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Before the Storm
Before the Storm is a Star Wars Expanded Universe novel by Michael Kube-McDowell that launches the Black Fleet Crisis trilogy, focusing on political intrigue and military conflict in the New Republic era.
|
E495388
|
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: Before the Storm | Statement: [Michael Kube-McDowell, notableWork, Before the Storm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Before the Storm Context triple: [Michael Kube-McDowell, notableWork, Before the Storm]
-
A.
After the Storm
After the Storm is an R&B album by American singer Monica, known for its emotionally charged vocals and themes of resilience and personal growth.
-
B.
The Coming Storm
The Coming Storm is a 19th-century landscape painting by American artist George Inness, known for its atmospheric, moody depiction of nature and expressive use of light and color.
-
C.
The Coming Storm
The Coming Storm is a luminous 19th-century landscape painting by American Hudson River School artist Sanford Robinson Gifford, celebrated for its atmospheric depiction of nature on the brink of turbulent weather.
-
D.
The Oncoming Storm
The Oncoming Storm is a fearsome epithet used by the Daleks to describe the Doctor in the Doctor Who universe, reflecting his reputation as a powerful and disruptive force.
-
E.
Through the Storm
Through the Storm is a 1989 studio album by Aretha Franklin that blends pop and R&B and features several high-profile guest collaborations.
- 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: Before the Storm Triple: [Michael Kube-McDowell, notableWork, Before the Storm]
Generated description
Before the Storm is a Star Wars Expanded Universe novel by Michael Kube-McDowell that launches the Black Fleet Crisis trilogy, focusing on political intrigue and military conflict in the New Republic era.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Before the Storm Target entity description: Before the Storm is a Star Wars Expanded Universe novel by Michael Kube-McDowell that launches the Black Fleet Crisis trilogy, focusing on political intrigue and military conflict in the New Republic era.
-
A.
After the Storm
After the Storm is an R&B album by American singer Monica, known for its emotionally charged vocals and themes of resilience and personal growth.
-
B.
The Coming Storm
The Coming Storm is a 19th-century landscape painting by American artist George Inness, known for its atmospheric, moody depiction of nature and expressive use of light and color.
-
C.
The Coming Storm
The Coming Storm is a luminous 19th-century landscape painting by American Hudson River School artist Sanford Robinson Gifford, celebrated for its atmospheric depiction of nature on the brink of turbulent weather.
-
D.
The Oncoming Storm
The Oncoming Storm is a fearsome epithet used by the Daleks to describe the Doctor in the Doctor Who universe, reflecting his reputation as a powerful and disruptive force.
-
E.
Through the Storm
Through the Storm is a 1989 studio album by Aretha Franklin that blends pop and R&B and features several high-profile guest collaborations.
- 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_69bd4441d1648190a54a533895041987 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd77ccb19c8190844c628ff7cfcca2 |
completed | March 20, 2026, 4:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec3758bb4819082d5876c4dc9df8d |
completed | March 21, 2026, 4:12 p.m. |
| NEDg | Description generation | batch_69bec506d5b88190bcf6e7cb5f602c2f |
completed | March 21, 2026, 4:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bec5ae111c8190914e93dc1680d36e |
completed | March 21, 2026, 4:22 p.m. |
Created at: March 20, 2026, 1:41 p.m.