Triple

T1323234
Position Surface form Disambiguated ID Type / Status
Subject Michael Klare E28266 entity
Predicate notableWork P4 FINISHED
Object The Race for What’s Left
The Race for What’s Left is a nonfiction book by Michael Klare that examines the global scramble for the planet’s remaining natural resources and its geopolitical, economic, and environmental consequences.
E152181 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: The Race for What’s Left | Statement: [Michael Klare, notableWork, The Race for What’s Left]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Race for What’s Left
Context triple: [Michael Klare, notableWork, The Race for What’s Left]
  • A. The Race
    The Race is a narrow, fast-moving tidal strait at the eastern end of Long Island Sound, known for its strong currents and challenging navigation conditions.
  • B. The Paddock
    The Paddock is a themed lodging and recreation area within Disney’s Saratoga Springs Resort & Spa, featuring resort accommodations, a pool, and related guest amenities.
  • C. The Limits of Endurance
    "The Limits of Endurance" is an episode of the BBC nature documentary series "The Life of Birds" that explores how birds survive and adapt to extreme environments and challenging conditions.
  • D. Dispatches from the Edge
    Dispatches from the Edge is a memoir by journalist Anderson Cooper that chronicles his experiences reporting from global conflict zones and personal reflections on loss and resilience.
  • E. It’s Not All Downhill From Here
    "It’s Not All Downhill From Here" is a contemporary novel by Terry McMillan that follows a 68-year-old woman and her close-knit group of friends as they navigate aging, loss, and reinvention with humor and resilience.
  • 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: The Race for What’s Left
Triple: [Michael Klare, notableWork, The Race for What’s Left]
Generated description
The Race for What’s Left is a nonfiction book by Michael Klare that examines the global scramble for the planet’s remaining natural resources and its geopolitical, economic, and environmental consequences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Race for What’s Left
Target entity description: The Race for What’s Left is a nonfiction book by Michael Klare that examines the global scramble for the planet’s remaining natural resources and its geopolitical, economic, and environmental consequences.
  • A. The Race
    The Race is a narrow, fast-moving tidal strait at the eastern end of Long Island Sound, known for its strong currents and challenging navigation conditions.
  • B. The Paddock
    The Paddock is a themed lodging and recreation area within Disney’s Saratoga Springs Resort & Spa, featuring resort accommodations, a pool, and related guest amenities.
  • C. The Limits of Endurance
    "The Limits of Endurance" is an episode of the BBC nature documentary series "The Life of Birds" that explores how birds survive and adapt to extreme environments and challenging conditions.
  • D. Dispatches from the Edge
    Dispatches from the Edge is a memoir by journalist Anderson Cooper that chronicles his experiences reporting from global conflict zones and personal reflections on loss and resilience.
  • E. It’s Not All Downhill From Here
    "It’s Not All Downhill From Here" is a contemporary novel by Terry McMillan that follows a 68-year-old woman and her close-knit group of friends as they navigate aging, loss, and reinvention with humor and resilience.
  • 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_69a498540a2481909e807a762280d3ba completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c19caa148190a1f5be734b7d9005 completed March 1, 2026, 10:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbf2e13dc8190902879be5fa69adb completed March 8, 2026, 12:13 a.m.
NEDg Description generation batch_69acbf94e6e881908d15b2ef99f17668 completed March 8, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69acc0b212608190bbb2310402d86ed9 completed March 8, 2026, 12:20 a.m.
Created at: March 1, 2026, 7:55 p.m.