Triple

T15953372
Position Surface form Disambiguated ID Type / Status
Subject Gene Sperling E386871 entity
Predicate familyName P18 FINISHED
Object Sperling
Sperling is a surname most prominently associated with Gene Sperling, an American economist and former Director of the National Economic Council.
 E1186582 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: Sperling | Statement: [Gene Sperling, familyName, Sperling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sperling
Context triple: [Gene Sperling, familyName, Sperling]
  • A. Baddeley
    Baddeley is the given name of Sir Baddeley Devesi, the first Governor-General of the Solomon Islands.
  • B. Sperber
    Sperber is a surname most notably associated with Manès Sperber, an Austrian-French novelist, essayist, and psychologist known for his writings on totalitarianism and moral responsibility.
  • C. Thagard
    Thagard is the surname of Norman E. Thagard, an American physician, former NASA astronaut, and the first American to fly on a Russian spacecraft.
  • D. Stroop
    Stroop is a German surname most notably associated with Jürgen Stroop, an SS officer responsible for suppressing the Warsaw Ghetto Uprising during World War II.
  • E. Sternberg
    Sternberg is a surname of German and Ashkenazi Jewish origin borne by various notable individuals across fields such as psychology, business, and the arts.
  • 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: Sperling
Triple: [Gene Sperling, familyName, Sperling]
Generated description
Sperling is a surname most prominently associated with Gene Sperling, an American economist and former Director of the National Economic Council.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sperling
Target entity description: Sperling is a surname most prominently associated with Gene Sperling, an American economist and former Director of the National Economic Council.
  • A. Baddeley
    Baddeley is the given name of Sir Baddeley Devesi, the first Governor-General of the Solomon Islands.
  • B. Sperber
    Sperber is a surname most notably associated with Manès Sperber, an Austrian-French novelist, essayist, and psychologist known for his writings on totalitarianism and moral responsibility.
  • C. Thagard
    Thagard is the surname of Norman E. Thagard, an American physician, former NASA astronaut, and the first American to fly on a Russian spacecraft.
  • D. Stroop
    Stroop is a German surname most notably associated with Jürgen Stroop, an SS officer responsible for suppressing the Warsaw Ghetto Uprising during World War II.
  • E. Sternberg
    Sternberg is a surname of German and Ashkenazi Jewish origin borne by various notable individuals across fields such as psychology, business, and the arts.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156f810148190ab4989a0e4a5f8c0 completed April 16, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe7ab070819090232efdeecdd5fb completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf61b2ec81909c0f32613bb91a82 completed May 9, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_69ffbfdfe58c8190b5964b6f5812ef65 completed May 9, 2026, 11:14 p.m.
Created at: April 10, 2026, 4:53 a.m.