Triple

T8492313
Position Surface form Disambiguated ID Type / Status
Subject The General E201002 entity
Predicate featuresCharacter P626 FINISHED
Object Lathan Devers
Lathan Devers is a shrewd and resourceful trader from Isaac Asimov’s Foundation series who becomes entangled in the political and military schemes surrounding the warlord known as the General.
 E737137 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: Lathan Devers | Statement: [The General, featuresCharacter, Lathan Devers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lathan Devers
Context triple: [The General, featuresCharacter, Lathan Devers]
  • A. James Loney
    James Loney is a former Major League Baseball first baseman best known for his steady contact hitting and key role with the Los Angeles Dodgers in the mid-2000s.
  • B. Melvin Upton Jr.
    Melvin Upton Jr. is an American former Major League Baseball outfielder known for his speed, defense, and power during stints with teams such as the Tampa Bay Rays and Atlanta Braves.
  • C. JD Ellis
    JD Ellis was a prominent South African sports administrator after whom Ellis Park Stadium in Johannesburg was named.
  • D. Justin Coghlan
    Justin Coghlan is an Australian co-founder of the global men's health charity movement Movember, which raises awareness and funds through mustache-growing campaigns each November.
  • E. Eric Hosmer
    Eric Hosmer is an American former Major League Baseball first baseman best known for his key role with the Kansas City Royals, including their 2015 World Series championship.
  • 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: Lathan Devers
Triple: [The General, featuresCharacter, Lathan Devers]
Generated description
Lathan Devers is a shrewd and resourceful trader from Isaac Asimov’s Foundation series who becomes entangled in the political and military schemes surrounding the warlord known as the General.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lathan Devers
Target entity description: Lathan Devers is a shrewd and resourceful trader from Isaac Asimov’s Foundation series who becomes entangled in the political and military schemes surrounding the warlord known as the General.
  • A. James Loney
    James Loney is a former Major League Baseball first baseman best known for his steady contact hitting and key role with the Los Angeles Dodgers in the mid-2000s.
  • B. Melvin Upton Jr.
    Melvin Upton Jr. is an American former Major League Baseball outfielder known for his speed, defense, and power during stints with teams such as the Tampa Bay Rays and Atlanta Braves.
  • C. JD Ellis
    JD Ellis was a prominent South African sports administrator after whom Ellis Park Stadium in Johannesburg was named.
  • D. Justin Coghlan
    Justin Coghlan is an Australian co-founder of the global men's health charity movement Movember, which raises awareness and funds through mustache-growing campaigns each November.
  • E. Eric Hosmer
    Eric Hosmer is an American former Major League Baseball first baseman best known for his key role with the Kansas City Royals, including their 2015 World Series championship.
  • 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_69ca831ee390819095fae73400bbfafc completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe55cf5dc81908cad31ac53e15b46 completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a5c260c8190bc7012a04363d260 completed April 2, 2026, 9:43 a.m.
NEDg Description generation batch_69ce3ca3be5c8190844e54805e9acaeb completed April 2, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69ce3d4e92e88190a90ba1567c569b00 completed April 2, 2026, 9:56 a.m.
Created at: March 30, 2026, 6:13 p.m.