Triple
T1060239
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G. H. Hardy |
E22889
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Divergent Series
Divergent Series is a classic mathematical treatise by G. H. Hardy that systematically develops the theory and applications of divergent infinite series.
|
E120391
|
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: Divergent Series | Statement: [G. H. Hardy, notableWork, Divergent Series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Divergent Series Context triple: [G. H. Hardy, notableWork, Divergent Series]
-
A.
The Twilight Saga film series
The Twilight Saga film series is a collection of romantic fantasy movies based on Stephenie Meyer’s novels, chronicling the supernatural love story between human Bella Swan and vampire Edward Cullen.
-
B.
Breaking Dawn
Breaking Dawn is the fourth and final novel in Stephenie Meyer’s Twilight Saga, concluding the romantic fantasy story of Bella Swan, Edward Cullen, and Jacob Black.
-
C.
Elysium
Elysium is the blissful afterlife realm in ancient Greek belief where especially virtuous or heroic souls enjoyed eternal happiness.
-
D.
Elysium
Elysium is a 2013 science fiction film directed by Neill Blomkamp, set in a dystopian future where a wealthy elite live on a luxurious space habitat while the rest of humanity struggles on an overpopulated, ruined Earth.
-
E.
The Twilight Saga: Eclipse
The Twilight Saga: Eclipse is the third film in the Twilight series, focusing on Bella Swan’s choice between vampire Edward Cullen and werewolf Jacob Black amid escalating supernatural threats.
- 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: Divergent Series Triple: [G. H. Hardy, notableWork, Divergent Series]
Generated description
Divergent Series is a classic mathematical treatise by G. H. Hardy that systematically develops the theory and applications of divergent infinite series.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Divergent Series Target entity description: Divergent Series is a classic mathematical treatise by G. H. Hardy that systematically develops the theory and applications of divergent infinite series.
-
A.
The Twilight Saga film series
The Twilight Saga film series is a collection of romantic fantasy movies based on Stephenie Meyer’s novels, chronicling the supernatural love story between human Bella Swan and vampire Edward Cullen.
-
B.
Breaking Dawn
Breaking Dawn is the fourth and final novel in Stephenie Meyer’s Twilight Saga, concluding the romantic fantasy story of Bella Swan, Edward Cullen, and Jacob Black.
-
C.
Elysium
Elysium is the blissful afterlife realm in ancient Greek belief where especially virtuous or heroic souls enjoyed eternal happiness.
-
D.
Elysium
Elysium is a 2013 science fiction film directed by Neill Blomkamp, set in a dystopian future where a wealthy elite live on a luxurious space habitat while the rest of humanity struggles on an overpopulated, ruined Earth.
-
E.
The Twilight Saga: Eclipse
The Twilight Saga: Eclipse is the third film in the Twilight series, focusing on Bella Swan’s choice between vampire Edward Cullen and werewolf Jacob Black amid escalating supernatural threats.
- 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_69a493dada0481909c43649f9843ea91 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b8f3f98c819096338198d9f30491 |
completed | March 1, 2026, 10:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bd3400c8190b84e88073f19beba |
completed | March 7, 2026, 2:53 p.m. |
| NEDg | Description generation | batch_69ac3ca9b5d88190816980f964f7e947 |
completed | March 7, 2026, 2:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3d61a0c48190b619b3049df33512 |
completed | March 7, 2026, 2:59 p.m. |
Created at: March 1, 2026, 7:42 p.m.