Triple
T11100259
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LF Energy |
E262482
|
entity |
| Predicate | hasProject |
P14971
|
FINISHED |
| Object |
OpenSTEF
OpenSTEF is an open-source project focused on short-term forecasting of electricity demand and generation to support grid reliability and flexibility.
|
E904619
|
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: OpenSTEF | Statement: [LF Energy, hasProject, OpenSTEF]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OpenSTEF Context triple: [LF Energy, hasProject, OpenSTEF]
-
A.
ObjectStudio
ObjectStudio is a commercial Smalltalk development environment and IDE, historically known for its strong Windows integration and enterprise application support.
-
B.
Stec
Stec is a Polish surname borne by various notable individuals in fields such as aviation, sports, and the arts.
-
C.
Phystech System
Phystech System is a rigorous, research-oriented educational model used at the Moscow Institute of Physics and Technology that tightly integrates students into leading scientific laboratories and real-world research from early in their studies.
-
D.
Modia
Modia is one of the smaller islands in the Echinades group off the western coast of Greece in the Ionian Sea.
-
E.
Cal OES
Cal OES is the California state agency responsible for coordinating emergency management, disaster response, and homeland security efforts.
- 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: OpenSTEF Triple: [LF Energy, hasProject, OpenSTEF]
Generated description
OpenSTEF is an open-source project focused on short-term forecasting of electricity demand and generation to support grid reliability and flexibility.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: OpenSTEF Target entity description: OpenSTEF is an open-source project focused on short-term forecasting of electricity demand and generation to support grid reliability and flexibility.
-
A.
ObjectStudio
ObjectStudio is a commercial Smalltalk development environment and IDE, historically known for its strong Windows integration and enterprise application support.
-
B.
Stec
Stec is a Polish surname borne by various notable individuals in fields such as aviation, sports, and the arts.
-
C.
Phystech System
Phystech System is a rigorous, research-oriented educational model used at the Moscow Institute of Physics and Technology that tightly integrates students into leading scientific laboratories and real-world research from early in their studies.
-
D.
Modia
Modia is one of the smaller islands in the Echinades group off the western coast of Greece in the Ionian Sea.
-
E.
Cal OES
Cal OES is the California state agency responsible for coordinating emergency management, disaster response, and homeland security efforts.
- 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_69d6aa9a40d88190a373e2c7e48285db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79a29ee6c819092bc0da3f9255389 |
completed | April 9, 2026, 12:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3e7f9b46881909761ed448fa5ce6e |
completed | April 18, 2026, 8:22 p.m. |
| NEDg | Description generation | batch_69e3f2cc9b7c8190bb5fd89f239917cf |
completed | April 18, 2026, 9:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3f4a37b6c81908ca63270d82579ae |
completed | April 18, 2026, 9:16 p.m. |
Created at: April 8, 2026, 9:27 p.m.