Triple
T7060095
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles Stross |
E164193
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Hidden Family
The Hidden Family is a science fiction novel by Charles Stross that blends parallel-universe intrigue, economic speculation, and political maneuvering as its heroine exploits travel between alternate Earths.
|
E638244
|
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: The Hidden Family | Statement: [Charles Stross, notableWork, The Hidden Family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Hidden Family Context triple: [Charles Stross, notableWork, The Hidden Family]
-
A.
The Hidden
The Hidden is a 1987 science fiction horror film about a parasitic alien criminal that possesses human bodies to continue its violent crime spree on Earth.
-
B.
Long Lost Family
Long Lost Family is a British television series that reunites people with long-lost relatives, often after decades of separation, through emotional searches and investigations.
-
C.
The Family Meeting
"The Family Meeting" is a short story by Washington Irving included in his 1822 collection "Bracebridge Hall; or, The Humorists," depicting the customs and dynamics of an English country household.
-
D.
In Hiding
"In Hiding" is a song by the American rock band Pearl Jam, known for its introspective lyrics and dynamic, guitar-driven sound.
-
E.
Only the Family
Only the Family is a Chicago-based hip-hop collective and record label founded by rapper Lil Durk, known for its drill-influenced music and collaborations among its members.
- 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: The Hidden Family Triple: [Charles Stross, notableWork, The Hidden Family]
Generated description
The Hidden Family is a science fiction novel by Charles Stross that blends parallel-universe intrigue, economic speculation, and political maneuvering as its heroine exploits travel between alternate Earths.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Hidden Family Target entity description: The Hidden Family is a science fiction novel by Charles Stross that blends parallel-universe intrigue, economic speculation, and political maneuvering as its heroine exploits travel between alternate Earths.
-
A.
The Hidden
The Hidden is a 1987 science fiction horror film about a parasitic alien criminal that possesses human bodies to continue its violent crime spree on Earth.
-
B.
Long Lost Family
Long Lost Family is a British television series that reunites people with long-lost relatives, often after decades of separation, through emotional searches and investigations.
-
C.
The Family Meeting
"The Family Meeting" is a short story by Washington Irving included in his 1822 collection "Bracebridge Hall; or, The Humorists," depicting the customs and dynamics of an English country household.
-
D.
In Hiding
"In Hiding" is a song by the American rock band Pearl Jam, known for its introspective lyrics and dynamic, guitar-driven sound.
-
E.
Only the Family
Only the Family is a Chicago-based hip-hop collective and record label founded by rapper Lil Durk, known for its drill-influenced music and collaborations among its members.
- 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.