Triple

T4836783
Position Surface form Disambiguated ID Type / Status
Subject Victor L. Berger E108077 entity
Predicate spouse P13 FINISHED
Object Meta Berger
Meta Berger was an American socialist activist and Milwaukee school board member known for her work in education reform and labor rights alongside her husband, politician Victor L. Berger.
E475348 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: Meta Berger | Statement: [Victor L. Berger, spouse, Meta Berger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Meta Berger
Context triple: [Victor L. Berger, spouse, Meta Berger]
  • A. Matthew Berger
    Matthew Berger is a fictional character known for experiencing or being linked to the eye condition commonly referred to as dry eye.
  • B. Matthew Berger
    Matthew Berger is a central figure in the crime-comedy film "The Gentlemen," involved in the high-stakes world of British drug empires and underworld power struggles.
  • C. Meg Altman
    Meg Altman is the resourceful mother and central protagonist of the thriller film "Panic Room," portrayed by Jodie Foster.
  • D. Andrew Mondshein
    Andrew Mondshein is an American film editor known for his work on acclaimed movies such as "Ma Rainey's Black Bottom" and "The Sixth Sense."
  • E. Robin Blaser
    Robin Blaser was an American-Canadian poet, essayist, and influential figure in postwar experimental poetry associated with the San Francisco Renaissance and later the Vancouver literary scene.
  • 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: Meta Berger
Triple: [Victor L. Berger, spouse, Meta Berger]
Generated description
Meta Berger was an American socialist activist and Milwaukee school board member known for her work in education reform and labor rights alongside her husband, politician Victor L. Berger.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Meta Berger
Target entity description: Meta Berger was an American socialist activist and Milwaukee school board member known for her work in education reform and labor rights alongside her husband, politician Victor L. Berger.
  • A. Matthew Berger
    Matthew Berger is a fictional character known for experiencing or being linked to the eye condition commonly referred to as dry eye.
  • B. Matthew Berger
    Matthew Berger is a central figure in the crime-comedy film "The Gentlemen," involved in the high-stakes world of British drug empires and underworld power struggles.
  • C. Meg Altman
    Meg Altman is the resourceful mother and central protagonist of the thriller film "Panic Room," portrayed by Jodie Foster.
  • D. Andrew Mondshein
    Andrew Mondshein is an American film editor known for his work on acclaimed movies such as "Ma Rainey's Black Bottom" and "The Sixth Sense."
  • E. Robin Blaser
    Robin Blaser was an American-Canadian poet, essayist, and influential figure in postwar experimental poetry associated with the San Francisco Renaissance and later the Vancouver literary scene.
  • 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_69bd43fbe444819085cb970706ef73f7 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6ce193488190a618250a5681f3ff completed March 20, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69be5cc054ac819099d6d3dbf415e710 completed March 21, 2026, 8:54 a.m.
NEDg Description generation batch_69be60d4fa0c8190b6d197eb3dbafff7 completed March 21, 2026, 9:11 a.m.
NED2 Entity disambiguation (via description) batch_69be61789d388190bc23d7f44cee2e5d completed March 21, 2026, 9:14 a.m.
Created at: March 20, 2026, 1:25 p.m.