Triple

T13350284
Position Surface form Disambiguated ID Type / Status
Subject Billions and Billions E318050 entity
Predicate hasPart P35 FINISHED
Object “In the Valley of the Shadow”
“In the Valley of the Shadow” is an essay by Carl Sagan reflecting on mortality, science, and meaning, included in his posthumous collection *Billions and Billions*.
E1034699 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: “In the Valley of the Shadow” | Statement: [Billions and Billions, hasPart, “In the Valley of the Shadow”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “In the Valley of the Shadow”
Context triple: [Billions and Billions, hasPart, “In the Valley of the Shadow”]
  • A. Struggle in the Valley
    Struggle in the Valley is a classic 1954 Egyptian drama film starring Faten Hamama and Omar Sharif, known for its romantic storyline and its role in launching Sharif’s film career.
  • B. Deep in the Valley
    Deep in the Valley is a 2009 American comedy film about two friends who are transported into the world of an adult video, featuring Brendan Hines among its ensemble cast.
  • C. “In the Shadow of the Elm”
    “In the Shadow of the Elm” is a public art installation located at the Oregon Convention Center in Portland, Oregon.
  • D. Blood on the Valley Floor
    "Blood on the Valley Floor" is a heavy, brooding rock song by Soundgarden from their 2012 reunion album *King Animal*, noted for its dark atmosphere and sludgy riffs.
  • E. The Mountain Shadow
    The Mountain Shadow is a novel by Gregory David Roberts that continues the adventures of Lin, an Australian fugitive navigating the criminal underworld and spiritual quests in India, serving as the sequel to Shantaram.
  • 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: “In the Valley of the Shadow”
Triple: [Billions and Billions, hasPart, “In the Valley of the Shadow”]
Generated description
“In the Valley of the Shadow” is an essay by Carl Sagan reflecting on mortality, science, and meaning, included in his posthumous collection *Billions and Billions*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “In the Valley of the Shadow”
Target entity description: “In the Valley of the Shadow” is an essay by Carl Sagan reflecting on mortality, science, and meaning, included in his posthumous collection *Billions and Billions*.
  • A. Struggle in the Valley
    Struggle in the Valley is a classic 1954 Egyptian drama film starring Faten Hamama and Omar Sharif, known for its romantic storyline and its role in launching Sharif’s film career.
  • B. Deep in the Valley
    Deep in the Valley is a 2009 American comedy film about two friends who are transported into the world of an adult video, featuring Brendan Hines among its ensemble cast.
  • C. “In the Shadow of the Elm”
    “In the Shadow of the Elm” is a public art installation located at the Oregon Convention Center in Portland, Oregon.
  • D. Blood on the Valley Floor
    "Blood on the Valley Floor" is a heavy, brooding rock song by Soundgarden from their 2012 reunion album *King Animal*, noted for its dark atmosphere and sludgy riffs.
  • E. The Mountain Shadow
    The Mountain Shadow is a novel by Gregory David Roberts that continues the adventures of Lin, an Australian fugitive navigating the criminal underworld and spiritual quests in India, serving as the sequel to Shantaram.
  • 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_69d806b5a3c08190b42c267fb092f98a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99e8c2f1c819094f0970f35f18afa completed April 11, 2026, 1:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69f71f47fd7c8190b8d98a181acd7710 completed May 3, 2026, 10:11 a.m.
NEDg Description generation batch_69f7204b6f108190bca6a0140620e03e completed May 3, 2026, 10:15 a.m.
NED2 Entity disambiguation (via description) batch_69f720fbf0bc81908c68cf2844938e45 completed May 3, 2026, 10:18 a.m.
Created at: April 9, 2026, 9:31 p.m.