Triple

T5122211
Position Surface form Disambiguated ID Type / Status
Subject Lawrence B. Slobodkin E115495 entity
Predicate familyName P18 FINISHED
Object Slobodkin
Slobodkin is a surname most notably associated with Lawrence B. Slobodkin, an influential American ecologist and pioneer in modern ecological theory.
 E496564 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: Slobodkin | Statement: [Lawrence B. Slobodkin, familyName, Slobodkin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Slobodkin
Context triple: [Lawrence B. Slobodkin, familyName, Slobodkin]
  • A. Mayr
    Mayr is a German surname most notably associated with Ernst Mayr, a pioneering evolutionary biologist and key architect of the modern synthesis in evolutionary theory.
  • B. The Organism
    "The Organism" is a seminal 1939 work by neurologist Kurt Goldstein that presents a holistic theory of human biology and psychology, emphasizing the organism as an integrated, self-organizing whole.
  • C. Luria
    Luria is a surname most notably associated with Nobel Prize–winning microbiologist Salvador Luria and several other prominent figures in science and Jewish intellectual history.
  • D. Sarfati
    Sarfati is the birth surname of American actress and singer Lea Michele.
  • E. The Evolutionary Void
    The Evolutionary Void is a science fiction novel by Peter F. Hamilton that concludes his Void Trilogy with an expansive blend of space opera, cosmic mystery, and far-future adventure.
  • 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: Slobodkin
Triple: [Lawrence B. Slobodkin, familyName, Slobodkin]
Generated description
Slobodkin is a surname most notably associated with Lawrence B. Slobodkin, an influential American ecologist and pioneer in modern ecological theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Slobodkin
Target entity description: Slobodkin is a surname most notably associated with Lawrence B. Slobodkin, an influential American ecologist and pioneer in modern ecological theory.
  • A. Mayr
    Mayr is a German surname most notably associated with Ernst Mayr, a pioneering evolutionary biologist and key architect of the modern synthesis in evolutionary theory.
  • B. The Organism
    "The Organism" is a seminal 1939 work by neurologist Kurt Goldstein that presents a holistic theory of human biology and psychology, emphasizing the organism as an integrated, self-organizing whole.
  • C. Luria
    Luria is a surname most notably associated with Nobel Prize–winning microbiologist Salvador Luria and several other prominent figures in science and Jewish intellectual history.
  • D. Sarfati
    Sarfati is the birth surname of American actress and singer Lea Michele.
  • E. The Evolutionary Void
    The Evolutionary Void is a science fiction novel by Peter F. Hamilton that concludes his Void Trilogy with an expansive blend of space opera, cosmic mystery, and far-future adventure.
  • 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.