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.