Triple

T12996240
Position Surface form Disambiguated ID Type / Status
Subject Bob Lee Swagger E322039 entity
Predicate spouse P13 FINISHED
Object Julie Fenn (in novel continuity)
Julie Fenn is the wife of Marine sniper Bob Lee Swagger in Stephen Hunter’s novel series, serving as a key emotional anchor and partner throughout his post-war life and investigations.
E1016351 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: Julie Fenn (in novel continuity) | Statement: [Bob Lee Swagger, spouse, Julie Fenn (in novel continuity)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julie Fenn (in novel continuity)
Context triple: [Bob Lee Swagger, spouse, Julie Fenn (in novel continuity)]
  • A. Faye Greener
    Faye Greener is a vain, ambitious aspiring actress in Hollywood and a central figure whose illusions and manipulations drive much of the drama in "The Day of the Locust."
  • B. Julia Carpenter (fictional character)
    Julia Carpenter is a Marvel Comics superhero best known as the second Spider-Woman and later as the psychic web-wielding heroine Arachne.
  • C. Chelsea Finn
    Chelsea Finn is a prominent computer scientist and roboticist known for her influential research in meta-learning, reinforcement learning, and generalizable robot learning.
  • D. Friday Foster
    Friday Foster is a 1975 blaxploitation crime film starring Pam Grier as a stylish photographer who uncovers a dangerous political conspiracy.
  • E. Julie Ruin
    Julie Ruin is a feminist punk and lo-fi solo project created by Kathleen Hanna that blends riot grrrl politics with experimental, DIY-influenced music.
  • 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: Julie Fenn (in novel continuity)
Triple: [Bob Lee Swagger, spouse, Julie Fenn (in novel continuity)]
Generated description
Julie Fenn is the wife of Marine sniper Bob Lee Swagger in Stephen Hunter’s novel series, serving as a key emotional anchor and partner throughout his post-war life and investigations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julie Fenn (in novel continuity)
Target entity description: Julie Fenn is the wife of Marine sniper Bob Lee Swagger in Stephen Hunter’s novel series, serving as a key emotional anchor and partner throughout his post-war life and investigations.
  • A. Faye Greener
    Faye Greener is a vain, ambitious aspiring actress in Hollywood and a central figure whose illusions and manipulations drive much of the drama in "The Day of the Locust."
  • B. Julia Carpenter (fictional character)
    Julia Carpenter is a Marvel Comics superhero best known as the second Spider-Woman and later as the psychic web-wielding heroine Arachne.
  • C. Chelsea Finn
    Chelsea Finn is a prominent computer scientist and roboticist known for her influential research in meta-learning, reinforcement learning, and generalizable robot learning.
  • D. Friday Foster
    Friday Foster is a 1975 blaxploitation crime film starring Pam Grier as a stylish photographer who uncovers a dangerous political conspiracy.
  • E. Julie Ruin
    Julie Ruin is a feminist punk and lo-fi solo project created by Kathleen Hanna that blends riot grrrl politics with experimental, DIY-influenced music.
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e7980288190a9fe629a8cc76a52 completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c0fe9d608190b9d503f4da1fe0c0 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c3beaf6881909be9c839206817b3 completed May 3, 2026, 3:40 a.m.
NED2 Entity disambiguation (via description) batch_69f6c48ee33c8190a50b308b12c08951 completed May 3, 2026, 3:44 a.m.
Created at: April 9, 2026, 8:45 p.m.