Triple
T2361998
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Einstein bed-load function |
E47293
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Shields curve
The Shields curve is a dimensionless graph in sediment transport theory that defines the critical shear stress needed to initiate motion of sediment particles on a bed.
|
E261325
|
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: Shields curve | Statement: [Einstein bed-load function, relatedTo, Shields curve]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shields curve Context triple: [Einstein bed-load function, relatedTo, Shields curve]
-
A.
Shields
Shields is a common English and Irish surname borne by numerous notable individuals across politics, sports, entertainment, and public life.
-
B.
Page curve
The Page curve is a theoretical prediction in black hole physics that describes how the entanglement entropy of Hawking radiation should rise and then fall over time if black hole evaporation is ultimately unitary.
-
C.
Dominant Curve
Dominant Curve is an abstract painting by Wassily Kandinsky that exemplifies his exploration of color, form, and spiritual expression in early 20th-century modern art.
-
D.
Goodman–Martínez–Thompson correlation
The Goodman–Martínez–Thompson correlation is the most widely accepted scholarly conversion formula that aligns dates in the ancient Maya Long Count calendar with the Gregorian calendar.
-
E.
Ehrenstein
Ehrenstein is a locality or district that forms part of the municipality of Blaustein in the state of Baden-Württemberg, Germany.
- 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: Shields curve Triple: [Einstein bed-load function, relatedTo, Shields curve]
Generated description
The Shields curve is a dimensionless graph in sediment transport theory that defines the critical shear stress needed to initiate motion of sediment particles on a bed.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shields curve Target entity description: The Shields curve is a dimensionless graph in sediment transport theory that defines the critical shear stress needed to initiate motion of sediment particles on a bed.
-
A.
Shields
Shields is a common English and Irish surname borne by numerous notable individuals across politics, sports, entertainment, and public life.
-
B.
Page curve
The Page curve is a theoretical prediction in black hole physics that describes how the entanglement entropy of Hawking radiation should rise and then fall over time if black hole evaporation is ultimately unitary.
-
C.
Dominant Curve
Dominant Curve is an abstract painting by Wassily Kandinsky that exemplifies his exploration of color, form, and spiritual expression in early 20th-century modern art.
-
D.
Goodman–Martínez–Thompson correlation
The Goodman–Martínez–Thompson correlation is the most widely accepted scholarly conversion formula that aligns dates in the ancient Maya Long Count calendar with the Gregorian calendar.
-
E.
Ehrenstein
Ehrenstein is a locality or district that forms part of the municipality of Blaustein in the state of Baden-Württemberg, Germany.
- 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_69a88a1a4a6081908645b0f2914521ab |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc723c66481908a9b94991f651b3b |
completed | March 7, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea8938d5481908ed11efcc8840ca4 |
completed | March 9, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69aeabfeddd4819080205fbebac1a51d |
completed | March 9, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeacc8445481908a3ae8bd62493413 |
completed | March 9, 2026, 11:19 a.m. |
Created at: March 4, 2026, 7:55 p.m.