Triple

T11669749
Position Surface form Disambiguated ID Type / Status
Subject U.S. Army (Marvel Universe) E277346 entity
Predicate employs P7 FINISHED
Object Glenn Talbot
Glenn Talbot is a high-ranking U.S. military officer in Marvel Comics, best known as a persistent adversary of the Hulk and romantic rival to Betty Ross.
E954074 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: Glenn Talbot | Statement: [U.S. Army (Marvel Universe), employs, Glenn Talbot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Glenn Talbot
Context triple: [U.S. Army (Marvel Universe), employs, Glenn Talbot]
  • A. Steuart Pittman
    Steuart Pittman is a Maryland politician who serves as the county executive of Anne Arundel County, focusing on issues such as responsible development, environmental protection, and public services.
  • B. Lewis Branscomb
    Lewis Branscomb was an American physicist and influential science and technology policy leader known for his work at the intersection of research, innovation, and public policy.
  • C. Glen Tullman
    Glen Tullman is an American healthcare technology entrepreneur and executive best known for leading and building major digital health companies, including Allscripts.
  • D. Glenn Williamson
    Glenn Williamson is a film producer known for his work on independent and character-driven movies, including the dark comedy-drama "Sunshine Cleaning."
  • E. Glen Selvy
    Glen Selvy is a central character in Don DeLillo’s novel "Running Dog," depicted as a disillusioned former government operative entangled in a dangerous conspiracy involving a rumored pornographic film of Adolf Hitler.
  • 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: Glenn Talbot
Triple: [U.S. Army (Marvel Universe), employs, Glenn Talbot]
Generated description
Glenn Talbot is a high-ranking U.S. military officer in Marvel Comics, best known as a persistent adversary of the Hulk and romantic rival to Betty Ross.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Glenn Talbot
Target entity description: Glenn Talbot is a high-ranking U.S. military officer in Marvel Comics, best known as a persistent adversary of the Hulk and romantic rival to Betty Ross.
  • A. Steuart Pittman
    Steuart Pittman is a Maryland politician who serves as the county executive of Anne Arundel County, focusing on issues such as responsible development, environmental protection, and public services.
  • B. Lewis Branscomb
    Lewis Branscomb was an American physicist and influential science and technology policy leader known for his work at the intersection of research, innovation, and public policy.
  • C. Glen Tullman
    Glen Tullman is an American healthcare technology entrepreneur and executive best known for leading and building major digital health companies, including Allscripts.
  • D. Glenn Williamson
    Glenn Williamson is a film producer known for his work on independent and character-driven movies, including the dark comedy-drama "Sunshine Cleaning."
  • E. Glen Selvy
    Glen Selvy is a central character in Don DeLillo’s novel "Running Dog," depicted as a disillusioned former government operative entangled in a dangerous conspiracy involving a rumored pornographic film of Adolf Hitler.
  • 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_69d6aafd0a448190b44da30af8c6c519 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a44264c08190ba1a4a5bcdc9367b completed April 10, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69f43f59c6108190a9c4c7b17c2fb401 completed May 1, 2026, 5:51 a.m.
NEDg Description generation batch_69f448f506a48190a0f1b89ad570fad5 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44ad185cc8190893cf663cfed6980 completed May 1, 2026, 6:40 a.m.
Created at: April 8, 2026, 9:39 p.m.