Triple

T5122224
Position Surface form Disambiguated ID Type / Status
Subject Lawrence B. Slobodkin E115495 entity
Predicate notableWork P4 FINISHED
Object "Growth and Regulation of Animal Populations"
"Growth and Regulation of Animal Populations" is an influential ecological monograph by Lawrence B. Slobodkin that helped establish modern population ecology by analyzing how biological and environmental factors control animal population dynamics.
E496565 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: "Growth and Regulation of Animal Populations" | Statement: [Lawrence B. Slobodkin, notableWork, "Growth and Regulation of Animal Populations"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: "Growth and Regulation of Animal Populations"
Context triple: [Lawrence B. Slobodkin, notableWork, "Growth and Regulation of Animal Populations"]
  • A. The Geographical Distribution of Animals
    The Geographical Distribution of Animals is a foundational 19th-century biogeography work by Alfred Russel Wallace that systematically analyzes how and why animal species are distributed across different regions of the world.
  • B. Animal Communities in Temperate America
    "Animal Communities in Temperate America" is a foundational ecological monograph that systematically analyzes the composition, structure, and environmental relationships of animal communities across temperate regions of North America.
  • C. Isle Royale wolf–moose study
    The Isle Royale wolf–moose study is a landmark long-term ecological research project that examines predator–prey dynamics between wolves and moose on Isle Royale National Park in Lake Superior.
  • D. The Life of Mammals
    The Life of Mammals is a landmark BBC nature documentary series presented by David Attenborough that explores the evolution, diversity, and behavior of mammal species around the world.
  • E. The Behavior of Organisms
    The Behavior of Organisms is B. F. Skinner’s foundational 1938 book that systematically outlines the principles of operant conditioning and experimental analysis of behavior.
  • 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: "Growth and Regulation of Animal Populations"
Triple: [Lawrence B. Slobodkin, notableWork, "Growth and Regulation of Animal Populations"]
Generated description
"Growth and Regulation of Animal Populations" is an influential ecological monograph by Lawrence B. Slobodkin that helped establish modern population ecology by analyzing how biological and environmental factors control animal population dynamics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: "Growth and Regulation of Animal Populations"
Target entity description: "Growth and Regulation of Animal Populations" is an influential ecological monograph by Lawrence B. Slobodkin that helped establish modern population ecology by analyzing how biological and environmental factors control animal population dynamics.
  • A. The Geographical Distribution of Animals
    The Geographical Distribution of Animals is a foundational 19th-century biogeography work by Alfred Russel Wallace that systematically analyzes how and why animal species are distributed across different regions of the world.
  • B. Animal Communities in Temperate America
    "Animal Communities in Temperate America" is a foundational ecological monograph that systematically analyzes the composition, structure, and environmental relationships of animal communities across temperate regions of North America.
  • C. Isle Royale wolf–moose study
    The Isle Royale wolf–moose study is a landmark long-term ecological research project that examines predator–prey dynamics between wolves and moose on Isle Royale National Park in Lake Superior.
  • D. The Life of Mammals
    The Life of Mammals is a landmark BBC nature documentary series presented by David Attenborough that explores the evolution, diversity, and behavior of mammal species around the world.
  • E. The Behavior of Organisms
    The Behavior of Organisms is B. F. Skinner’s foundational 1938 book that systematically outlines the principles of operant conditioning and experimental analysis of behavior.
  • 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_69bd4442ade0819087b9461f892b206b completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd780341ac8190b7403811d340c74f completed March 20, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec4b401a481909abf6660401c47dc completed March 21, 2026, 4:17 p.m.
NEDg Description generation batch_69bec6ff39a08190adb303fa2a6b5193 completed March 21, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69bec808062c8190b2c0ee234477af95 completed March 21, 2026, 4:32 p.m.
Created at: March 20, 2026, 1:42 p.m.