Triple

T4089198
Position Surface form Disambiguated ID Type / Status
Subject Helen Keller E87663 entity
Predicate notableWork P4 FINISHED
Object Out of the Dark
Out of the Dark is a collection of essays by Helen Keller in which she reflects on socialism, social justice, and her political beliefs.
E412556 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: Out of the Dark | Statement: [Helen Keller, notableWork, Out of the Dark]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Out of the Dark
Context triple: [Helen Keller, notableWork, Out of the Dark]
  • A. In the Dark
    "In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
  • B. Seeing in the Dark
    "Seeing in the Dark" is a popular science book by Timothy Ferris that explores the history, culture, and personal experience of amateur astronomy and stargazing.
  • C. The Ghost and the Darkness
    The Ghost and the Darkness is a 1996 historical thriller film dramatizing the true story of two man-eating lions that terrorized railway workers in Tsavo, Kenya, in the late 19th century.
  • D. Called Out in the Dark
    "Called Out in the Dark" is an alternative rock song by the Northern Irish-Scottish band Snow Patrol, released as a single from their 2011 album "Fallen Empires."
  • E. From Darkness
    From Darkness is a British crime drama television series featuring Anne-Marie Duff as a former police officer drawn back into an investigation that forces her to confront her traumatic past.
  • 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: Out of the Dark
Triple: [Helen Keller, notableWork, Out of the Dark]
Generated description
Out of the Dark is a collection of essays by Helen Keller in which she reflects on socialism, social justice, and her political beliefs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Out of the Dark
Target entity description: Out of the Dark is a collection of essays by Helen Keller in which she reflects on socialism, social justice, and her political beliefs.
  • A. In the Dark
    "In the Dark" is a 1987 studio album by the Grateful Dead that became their biggest commercial success, featuring the hit single "Touch of Grey."
  • B. Seeing in the Dark
    "Seeing in the Dark" is a popular science book by Timothy Ferris that explores the history, culture, and personal experience of amateur astronomy and stargazing.
  • C. The Ghost and the Darkness
    The Ghost and the Darkness is a 1996 historical thriller film dramatizing the true story of two man-eating lions that terrorized railway workers in Tsavo, Kenya, in the late 19th century.
  • D. Called Out in the Dark
    "Called Out in the Dark" is an alternative rock song by the Northern Irish-Scottish band Snow Patrol, released as a single from their 2011 album "Fallen Empires."
  • E. From Darkness
    From Darkness is a British crime drama television series featuring Anne-Marie Duff as a former police officer drawn back into an investigation that forces her to confront her traumatic past.
  • 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_69aed94425148190be337845d56fac22 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefca9e9088190a97cb2ccb5d622f0 completed March 9, 2026, 5 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b6651d48190915581eca783cf3b completed March 14, 2026, 2:06 p.m.
NEDg Description generation batch_69b56c4c41c88190b00ab8fc43686afb completed March 14, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_69b56cc2ae948190a5e13992626dd547 completed March 14, 2026, 2:12 p.m.
Created at: March 9, 2026, 3:39 p.m.