Triple
T5717227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APS Division of Soft Matter |
E126051
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
APS DSOFT
APS DSOFT is the American Physical Society’s Division of Soft Matter, a professional unit focused on research and collaboration in soft condensed matter physics.
|
E541223
|
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: APS DSOFT | Statement: [APS Division of Soft Matter, abbreviation, APS DSOFT]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: APS DSOFT Context triple: [APS Division of Soft Matter, abbreviation, APS DSOFT]
-
A.
Embarcadero
Embarcadero is a historic waterfront district in San Francisco known for its piers, ferry terminal, and scenic promenade along the bay.
-
B.
VisualWorks
VisualWorks is a prominent commercial implementation of the Smalltalk programming language, known for its powerful development environment and cross-platform capabilities.
-
C.
Embarcadero Technologies
Embarcadero Technologies is a software company best known for developing database tools and the Delphi rapid application development environment for Windows and cross-platform applications.
-
D.
ObjectStudio
ObjectStudio is a commercial Smalltalk development environment and IDE, historically known for its strong Windows integration and enterprise application support.
-
E.
ADF Desktop Integration
ADF Desktop Integration is an Oracle ADF feature that lets users work with web application data directly from Microsoft Excel, enabling offline data manipulation and synchronized updates to the underlying ADF application.
- 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: APS DSOFT Triple: [APS Division of Soft Matter, abbreviation, APS DSOFT]
Generated description
APS DSOFT is the American Physical Society’s Division of Soft Matter, a professional unit focused on research and collaboration in soft condensed matter physics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: APS DSOFT Target entity description: APS DSOFT is the American Physical Society’s Division of Soft Matter, a professional unit focused on research and collaboration in soft condensed matter physics.
-
A.
Embarcadero
Embarcadero is a historic waterfront district in San Francisco known for its piers, ferry terminal, and scenic promenade along the bay.
-
B.
VisualWorks
VisualWorks is a prominent commercial implementation of the Smalltalk programming language, known for its powerful development environment and cross-platform capabilities.
-
C.
Embarcadero Technologies
Embarcadero Technologies is a software company best known for developing database tools and the Delphi rapid application development environment for Windows and cross-platform applications.
-
D.
ObjectStudio
ObjectStudio is a commercial Smalltalk development environment and IDE, historically known for its strong Windows integration and enterprise application support.
-
E.
ADF Desktop Integration
ADF Desktop Integration is an Oracle ADF feature that lets users work with web application data directly from Microsoft Excel, enabling offline data manipulation and synchronized updates to the underlying ADF application.
- 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_69c0082e3d548190950169847b43043b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c024ba819c8190bb7d775405dda9d6 |
completed | March 22, 2026, 5:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c05a7af5788190827ff8050eb6416d |
completed | March 22, 2026, 9:09 p.m. |
| NEDg | Description generation | batch_69c05c75179c819085bf56340363b48c |
completed | March 22, 2026, 9:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c05d2ef9488190ac0111cb6a94b1d0 |
completed | March 22, 2026, 9:20 p.m. |
Created at: March 22, 2026, 3:46 p.m.