Triple

T15555267
Position Surface form Disambiguated ID Type / Status
Subject Vince Cable E370849 entity
Predicate hasWritten P2831 FINISHED
Object After the Storm
"After the Storm" is a political and economic book by British politician and economist Vince Cable analyzing the causes and consequences of the 2008 financial crisis and proposing reforms for a more stable future.
E1164019 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: After the Storm | Statement: [Vince Cable, hasWritten, After the Storm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: After the Storm
Context triple: [Vince Cable, hasWritten, After 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. After the Storm
    "After the Storm" is a song featured on the album "Knock Knock" by the American indie rock band Smog.
  • C. After the Storm
    "After the Storm" is a soulful, retro-inspired R&B track by Kali Uchis featuring Tyler, the Creator and Bootsy Collins, known for its uplifting message about resilience and self-empowerment.
  • D. After The Storm
    "After The Storm" is a studio album by Ghanaian dancehall artist Shatta Wale that helped solidify his prominence in the African music scene.
  • E. 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.
  • 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: After the Storm
Triple: [Vince Cable, hasWritten, After the Storm]
Generated description
"After the Storm" is a political and economic book by British politician and economist Vince Cable analyzing the causes and consequences of the 2008 financial crisis and proposing reforms for a more stable future.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: After the Storm
Target entity description: "After the Storm" is a political and economic book by British politician and economist Vince Cable analyzing the causes and consequences of the 2008 financial crisis and proposing reforms for a more stable future.
  • 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. After the Storm
    "After the Storm" is a song featured on the album "Knock Knock" by the American indie rock band Smog.
  • C. After the Storm
    "After the Storm" is a soulful, retro-inspired R&B track by Kali Uchis featuring Tyler, the Creator and Bootsy Collins, known for its uplifting message about resilience and self-empowerment.
  • D. After The Storm
    "After The Storm" is a studio album by Ghanaian dancehall artist Shatta Wale that helped solidify his prominence in the African music scene.
  • E. 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.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a97dbfc8190a98cbbac5e71ba88 completed April 16, 2026, 2:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff456427988190bddea01f5cb159d9 completed May 9, 2026, 2:32 p.m.
NEDg Description generation batch_69ff470492f48190852ede832157ed10 completed May 9, 2026, 2:39 p.m.
NED2 Entity disambiguation (via description) batch_69ff47e5647c81909b785a1212c4bc50 completed May 9, 2026, 2:42 p.m.
Created at: April 10, 2026, 4:09 a.m.