Triple
T9468656
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Becher School of photography |
E228336
|
entity |
| Predicate | hasNotableMember |
P304
|
FINISHED |
| Object |
Laurenz Berges
Laurenz Berges is a German photographer associated with the Düsseldorf Becher School, known for his quiet, documentary-style images of abandoned and transitional spaces.
|
E800589
|
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: Laurenz Berges | Statement: [Becher School of photography, hasNotableMember, Laurenz Berges]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Laurenz Berges Context triple: [Becher School of photography, hasNotableMember, Laurenz Berges]
-
A.
Florian Seiche
Florian Seiche is a German business executive best known as a co-founder and former CEO of HMD Global, the company behind modern Nokia-branded smartphones.
-
B.
Jossi Wieler
Jossi Wieler is a renowned Swiss theater and opera director known for his innovative, character-focused productions across major European stages.
-
C.
Joël Scherk
Joël Scherk was a French theoretical physicist known as one of the pioneers of string theory, contributing foundational ideas to its development in the 1970s.
-
D.
Jordan Elsass
Jordan Elsass is an American actor best known for his roles in television dramas, including his performance in the series "Little Fires Everywhere."
-
E.
Felix Schwenke
Felix Schwenke is a German politician who serves as the mayor of the city of Offenbach am Main.
- 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: Laurenz Berges Triple: [Becher School of photography, hasNotableMember, Laurenz Berges]
Generated description
Laurenz Berges is a German photographer associated with the Düsseldorf Becher School, known for his quiet, documentary-style images of abandoned and transitional spaces.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Laurenz Berges Target entity description: Laurenz Berges is a German photographer associated with the Düsseldorf Becher School, known for his quiet, documentary-style images of abandoned and transitional spaces.
-
A.
Florian Seiche
Florian Seiche is a German business executive best known as a co-founder and former CEO of HMD Global, the company behind modern Nokia-branded smartphones.
-
B.
Jossi Wieler
Jossi Wieler is a renowned Swiss theater and opera director known for his innovative, character-focused productions across major European stages.
-
C.
Joël Scherk
Joël Scherk was a French theoretical physicist known as one of the pioneers of string theory, contributing foundational ideas to its development in the 1970s.
-
D.
Jordan Elsass
Jordan Elsass is an American actor best known for his roles in television dramas, including his performance in the series "Little Fires Everywhere."
-
E.
Felix Schwenke
Felix Schwenke is a German politician who serves as the mayor of the city of Offenbach am Main.
- 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_69ca846fee388190a6ec273fd644b88b |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7fdf604481909bf7d7d477230ca3 |
completed | April 1, 2026, 8:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d122c45ae88190a43d70300bed98da |
completed | April 4, 2026, 2:40 p.m. |
| NEDg | Description generation | batch_69d1240e67988190bc16da2c9087775d |
completed | April 4, 2026, 2:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1246979d88190890e2ccf0fdf63cf |
completed | April 4, 2026, 2:47 p.m. |
Created at: March 30, 2026, 7:53 p.m.