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.