Triple
T1206797
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MSNBC |
E25906
|
entity |
| Predicate | slogan |
P42
|
FINISHED |
| Object |
Lean Forward
Lean Forward is a progressive-themed marketing slogan used by the American cable news channel MSNBC to emphasize its forward-looking, liberal-leaning brand identity.
|
E137821
|
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: Lean Forward | Statement: [MSNBC, slogan, Lean Forward]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lean Forward Context triple: [MSNBC, slogan, Lean Forward]
-
A.
Moving Forward
"Moving Forward" was a global advertising slogan used by Toyota to emphasize progress, innovation, and continuous improvement in its brand identity.
-
B.
Forward!
Forward! is the English title of the 1972 Italian political drama film "Avanti!".
-
C.
Forward
Forward is the state motto of Wisconsin, expressing its emphasis on progress and continual improvement.
-
D.
Pushin Forward Back
"Pushin Forward Back" is a hard-hitting early Pearl Jam song from their debut album *Ten*, known for its aggressive riffing and raw vocal delivery.
-
E.
Strength Through Joy
Strength Through Joy was a Nazi-era state-operated leisure and tourism organization designed to promote regime ideology by providing subsidized vacations, cultural events, and recreational activities to German workers.
- 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: Lean Forward Triple: [MSNBC, slogan, Lean Forward]
Generated description
Lean Forward is a progressive-themed marketing slogan used by the American cable news channel MSNBC to emphasize its forward-looking, liberal-leaning brand identity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lean Forward Target entity description: Lean Forward is a progressive-themed marketing slogan used by the American cable news channel MSNBC to emphasize its forward-looking, liberal-leaning brand identity.
-
A.
Moving Forward
"Moving Forward" was a global advertising slogan used by Toyota to emphasize progress, innovation, and continuous improvement in its brand identity.
-
B.
Forward!
Forward! is the English title of the 1972 Italian political drama film "Avanti!".
-
C.
Forward
Forward is the state motto of Wisconsin, expressing its emphasis on progress and continual improvement.
-
D.
Pushin Forward Back
"Pushin Forward Back" is a hard-hitting early Pearl Jam song from their debut album *Ten*, known for its aggressive riffing and raw vocal delivery.
-
E.
Strength Through Joy
Strength Through Joy was a Nazi-era state-operated leisure and tourism organization designed to promote regime ideology by providing subsidized vacations, cultural events, and recreational activities to German workers.
- 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_69a4942b30f08190a91c60573e16b5ef |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bdc483b481908e5bfef5d2f4fc5a |
completed | March 1, 2026, 10:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac7f3f4c508190bdc3d436d393daf9 |
completed | March 7, 2026, 7:40 p.m. |
| NEDg | Description generation | batch_69ac7fc59a488190adbdf156aaff8c03 |
completed | March 7, 2026, 7:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac806a6d748190acc5cdfa8fb90a64 |
completed | March 7, 2026, 7:45 p.m. |
Created at: March 1, 2026, 7:46 p.m.