Triple
T19583189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tunnel in the Sky |
E490045
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Caroline Mshiyeni ("Caroline" or "Caro")
Caroline Mshiyeni, nicknamed "Caroline" or "Caro," is a key protagonist in Robert A. Heinlein’s science fiction novel "Tunnel in the Sky," known for her leadership and resilience among stranded survival students.
|
E1385746
|
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: Caroline Mshiyeni ("Caroline" or "Caro") | Statement: [Tunnel in the Sky, mainCharacter, Caroline Mshiyeni ("Caroline" or "Caro")]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Caroline Mshiyeni ("Caroline" or "Caro")
Context triple: [Tunnel in the Sky, mainCharacter, Caroline Mshiyeni ("Caroline" or "Caro")]
-
A.
Linda Mvusi
Linda Mvusi is a South African actress and academic best known for her award-winning performance in the anti-apartheid film "A World Apart."
-
B.
Nontsikelelo
Nontsikelelo is the given name of South African anti-apartheid activist and political leader Albertina Sisulu.
-
C.
Joyce Mhlaba
Joyce Mhlaba was the wife of South African anti-apartheid activist and politician Raymond Mhlaba, and was herself involved in the broader struggle against apartheid.
-
D.
Irene Audrey Thandekile Mzila
Irene Audrey Thandekile Mzila was the wife of South African politician and traditional leader Mangosuthu Buthelezi.
-
E.
Sifa Mahanya
Sifa Mahanya was the wife of former Congolese president Laurent-Désiré Kabila and a prominent figure in the Democratic Republic of the Congo’s political sphere.
- 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: Caroline Mshiyeni ("Caroline" or "Caro")
Triple: [Tunnel in the Sky, mainCharacter, Caroline Mshiyeni ("Caroline" or "Caro")]
Generated description
Caroline Mshiyeni, nicknamed "Caroline" or "Caro," is a key protagonist in Robert A. Heinlein’s science fiction novel "Tunnel in the Sky," known for her leadership and resilience among stranded survival students.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Caroline Mshiyeni ("Caroline" or "Caro")
Target entity description: Caroline Mshiyeni, nicknamed "Caroline" or "Caro," is a key protagonist in Robert A. Heinlein’s science fiction novel "Tunnel in the Sky," known for her leadership and resilience among stranded survival students.
-
A.
Linda Mvusi
Linda Mvusi is a South African actress and academic best known for her award-winning performance in the anti-apartheid film "A World Apart."
-
B.
Nontsikelelo
Nontsikelelo is the given name of South African anti-apartheid activist and political leader Albertina Sisulu.
-
C.
Joyce Mhlaba
Joyce Mhlaba was the wife of South African anti-apartheid activist and politician Raymond Mhlaba, and was herself involved in the broader struggle against apartheid.
-
D.
Irene Audrey Thandekile Mzila
Irene Audrey Thandekile Mzila was the wife of South African politician and traditional leader Mangosuthu Buthelezi.
-
E.
Sifa Mahanya
Sifa Mahanya was the wife of former Congolese president Laurent-Désiré Kabila and a prominent figure in the Democratic Republic of the Congo’s political sphere.
- 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_69d8e8dd9374819098e36349b3211663 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6404f34b081908aeb9cc9a5ddf539 |
completed | April 20, 2026, 3:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a075f0f48b88190874f8cada3ed053d |
completed | May 15, 2026, 5:59 p.m. |
| NEDg | Description generation | batch_6a07601bb12c81909faab959182b1863 |
completed | May 15, 2026, 6:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07613541688190821fd97e069691a5 |
completed | May 15, 2026, 6:08 p.m. |
Created at: April 10, 2026, 1:42 p.m.