Triple

T20287891
Position Surface form Disambiguated ID Type / Status
Subject John Froines E509937 entity
Predicate familyName P18 FINISHED
Object Froines
Froines is a surname most notably associated with John Froines, an American chemist and anti-war activist known for his involvement in the Chicago Seven.
 E1422329 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: Froines | Statement: [John Froines, familyName, Froines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Froines
Context triple: [John Froines, familyName, Froines]
  • A. Zibelle
    Zibelle is a village in eastern Germany, historically part of Lusatia, known in this context as the place where physicist Walther Nernst died.
  • B. Froy
    Froy is a given name that can be used as a first name or nickname for individuals, sometimes appearing in fictional works or personal names.
  • C. Béline
    Béline is the hypocritical and scheming second wife of Argan in Molière’s comedy "Le Malade imaginaire."
  • D. Frouzins
    Frouzins is a commune in southwestern France, located in the Haute-Garonne department near the city of Toulouse.
  • E. Fifi La Fume
    Fifi La Fume is a skunk cartoon character from Tiny Toon Adventures, known for her romantic obsession with love and her parody of Pepé Le Pew.
  • 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: Froines
Triple: [John Froines, familyName, Froines]
Generated description
Froines is a surname most notably associated with John Froines, an American chemist and anti-war activist known for his involvement in the Chicago Seven.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Froines
Target entity description: Froines is a surname most notably associated with John Froines, an American chemist and anti-war activist known for his involvement in the Chicago Seven.
  • A. Zibelle
    Zibelle is a village in eastern Germany, historically part of Lusatia, known in this context as the place where physicist Walther Nernst died.
  • B. Froy
    Froy is a given name that can be used as a first name or nickname for individuals, sometimes appearing in fictional works or personal names.
  • C. Béline
    Béline is the hypocritical and scheming second wife of Argan in Molière’s comedy "Le Malade imaginaire."
  • D. Frouzins
    Frouzins is a commune in southwestern France, located in the Haute-Garonne department near the city of Toulouse.
  • E. Fifi La Fume
    Fifi La Fume is a skunk cartoon character from Tiny Toon Adventures, known for her romantic obsession with love and her parody of Pepé Le Pew.
  • 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_69e0b4c652388190b782cad965e5a098 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6769414488190b38e07fd1e989aba completed April 20, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_6a085a2bbcc8819092432b45bebafde6 completed May 16, 2026, 11:51 a.m.
NEDg Description generation batch_6a085ac5b5f4819083c4d12e9cabc758 completed May 16, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a085bc0781c81909fc53a83291badc0 completed May 16, 2026, 11:57 a.m.
Created at: April 16, 2026, 11:09 a.m.