Triple
T4805353
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Profiles of the Future |
E106932
|
entity |
| Predicate | hasChapter |
P35
|
FINISHED |
| Object |
Hazards of Prophecy
Hazards of Prophecy is a chapter by Arthur C. Clarke that explores the risks and pitfalls of predicting future technological and social developments.
|
E469487
|
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: Hazards of Prophecy | Statement: [Profiles of the Future, hasChapter, Hazards of Prophecy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hazards of Prophecy Context triple: [Profiles of the Future, hasChapter, Hazards of Prophecy]
-
A.
New Prophecy
New Prophecy is an early Christian prophetic movement, known as Montanism, that emphasized ecstatic revelation, strict moral rigor, and the imminent expectation of the end times.
-
B.
The Shadow Lands
The Shadow Lands is a mysterious, little-known region at the far eastern edge of the world in the "A Song of Ice and Fire" universe, rumored to be filled with dark magic, strange creatures, and ancient, sinister lore.
-
C.
Faith of the Seven
Faith of the Seven is the dominant polytheistic religion in the world of Game of Thrones, centered on worship of seven aspects of a single deity and closely tied to the politics and culture of Westeros.
-
D.
Shadowlands
Shadowlands is a biographical stage play and later film that poignantly depicts the relationship between author C.S. Lewis and American poet Joy Davidman, exploring themes of love, faith, and loss.
-
E.
Shadowlands
Shadowlands is the afterlife realm in the Warcraft universe, comprising multiple distinct domains where souls are judged and sent according to their deeds.
- 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: Hazards of Prophecy Triple: [Profiles of the Future, hasChapter, Hazards of Prophecy]
Generated description
Hazards of Prophecy is a chapter by Arthur C. Clarke that explores the risks and pitfalls of predicting future technological and social developments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hazards of Prophecy Target entity description: Hazards of Prophecy is a chapter by Arthur C. Clarke that explores the risks and pitfalls of predicting future technological and social developments.
-
A.
New Prophecy
New Prophecy is an early Christian prophetic movement, known as Montanism, that emphasized ecstatic revelation, strict moral rigor, and the imminent expectation of the end times.
-
B.
The Shadow Lands
The Shadow Lands is a mysterious, little-known region at the far eastern edge of the world in the "A Song of Ice and Fire" universe, rumored to be filled with dark magic, strange creatures, and ancient, sinister lore.
-
C.
Faith of the Seven
Faith of the Seven is the dominant polytheistic religion in the world of Game of Thrones, centered on worship of seven aspects of a single deity and closely tied to the politics and culture of Westeros.
-
D.
Shadowlands
Shadowlands is a biographical stage play and later film that poignantly depicts the relationship between author C.S. Lewis and American poet Joy Davidman, exploring themes of love, faith, and loss.
-
E.
Shadowlands
Shadowlands is the afterlife realm in the Warcraft universe, comprising multiple distinct domains where souls are judged and sent according to their deeds.
- 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_69bd43f6a1e08190bf0a372bfc336ee5 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6c678e58819094cdf18d8c5ea96f |
completed | March 20, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be440706888190a5f62bef629d3777 |
completed | March 21, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69be45e0c5a48190b9e390048c863f06 |
completed | March 21, 2026, 7:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be46ef17588190a9bc179029e0a6a0 |
completed | March 21, 2026, 7:21 a.m. |
Created at: March 20, 2026, 1:23 p.m.