Triple
T7226708
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schiff |
E154797
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
Schiffer
Schiffer is a German surname borne by various notable individuals in fields such as modeling, politics, and academia.
|
E650094
|
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: Schiffer | Statement: [Schiff, hasVariant, Schiffer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schiffer Context triple: [Schiff, hasVariant, Schiffer]
-
A.
Bridgeman
Bridgeman is an English surname historically associated with British nobility and aristocratic families.
-
B.
Schäffer
Schäffer is a German surname associated with various notable figures in politics, academia, and the arts.
-
C.
Geppert
Geppert is the surname of American singer-songwriter Christopher Cross, known for his soft rock hits like "Sailing" and "Arthur's Theme (Best That You Can Do)."
-
D.
Van Nostrand
Van Nostrand was an American publishing company known for producing influential academic and professional works in fields such as psychology, science, and engineering.
-
E.
Hueber
Hueber is a variant spelling of the surname Huber, a common German family name.
- 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: Schiffer Triple: [Schiff, hasVariant, Schiffer]
Generated description
Schiffer is a German surname borne by various notable individuals in fields such as modeling, politics, and academia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schiffer Target entity description: Schiffer is a German surname borne by various notable individuals in fields such as modeling, politics, and academia.
-
A.
Bridgeman
Bridgeman is an English surname historically associated with British nobility and aristocratic families.
-
B.
Schäffer
Schäffer is a German surname associated with various notable figures in politics, academia, and the arts.
-
C.
Geppert
Geppert is the surname of American singer-songwriter Christopher Cross, known for his soft rock hits like "Sailing" and "Arthur's Theme (Best That You Can Do)."
-
D.
Van Nostrand
Van Nostrand was an American publishing company known for producing influential academic and professional works in fields such as psychology, science, and engineering.
-
E.
Hueber
Hueber is a variant spelling of the surname Huber, a common German family name.
- 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_69c68811dd1c8190ac460bb39e64e1f0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6e9de21e081908f30700f6211c5ef |
completed | March 27, 2026, 8:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc17a3788190842a852fb4b96185 |
completed | March 28, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69c7cccdde308190a02c6892f61025e2 |
completed | March 28, 2026, 12:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7cd7e891c8190a6a82227addac434 |
completed | March 28, 2026, 12:45 p.m. |
Created at: March 27, 2026, 2:54 p.m.