Triple

T11830268
Position Surface form Disambiguated ID Type / Status
Subject David E. Twiggs E281370 entity
Predicate familyName P18 FINISHED
Object Twiggs
Twiggs is a surname most notably associated with the American military officer David E. Twiggs.
 E950048 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: Twiggs | Statement: [David E. Twiggs, familyName, Twiggs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Twiggs
Context triple: [David E. Twiggs, familyName, Twiggs]
  • A. Boggs
    Boggs is a surname most notably associated with American politician Hale Boggs, who served as a prominent Democratic leader in the U.S. House of Representatives.
  • B. Terwilliger
    Terwilliger is the surname of Sideshow Bob, the recurring villainous character from the animated television series "The Simpsons."
  • C. Tibbetts
    Tibbetts is a surname of English origin borne by various notable individuals across fields such as politics, sports, and the arts.
  • D. Weaver
    Weaver is a strong but good-hearted worker ant and close friend of the protagonist Z in the animated film "Antz."
  • E. Weaver
    Weaver is a central human resistance leader and military commander in the science fiction TV series "Falling Skies," known for his fierce opposition to the alien Espheni invaders.
  • 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: Twiggs
Triple: [David E. Twiggs, familyName, Twiggs]
Generated description
Twiggs is a surname most notably associated with the American military officer David E. Twiggs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Twiggs
Target entity description: Twiggs is a surname most notably associated with the American military officer David E. Twiggs.
  • A. Boggs
    Boggs is a surname most notably associated with American politician Hale Boggs, who served as a prominent Democratic leader in the U.S. House of Representatives.
  • B. Terwilliger
    Terwilliger is the surname of Sideshow Bob, the recurring villainous character from the animated television series "The Simpsons."
  • C. Tibbetts
    Tibbetts is a surname of English origin borne by various notable individuals across fields such as politics, sports, and the arts.
  • D. Weaver
    Weaver is a central human resistance leader and military commander in the science fiction TV series "Falling Skies," known for his fierce opposition to the alien Espheni invaders.
  • E. Weaver
    Weaver is a strong but good-hearted worker ant and close friend of the protagonist Z in the animated film "Antz."
  • 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_69d6ab276f8c8190b1966a0ef11349ac completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a62b75dc8190b27d24e46a262a11 completed April 10, 2026, 7:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69f16741d9a08190b6d6d5e59dfa41b8 completed April 29, 2026, 2:04 a.m.
NEDg Description generation batch_69f170034b488190a6976d3333823caa completed April 29, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69f17805325881908b98eb9c8fc59778 completed April 29, 2026, 3:16 a.m.
Created at: April 8, 2026, 9:43 p.m.