Triple

T2339789
Position Surface form Disambiguated ID Type / Status
Subject Barack Obama 2012 presidential campaign E44996 entity
Predicate campaignSlogan P42 FINISHED
Object Forward
Forward was the central campaign slogan used by Barack Obama during his 2012 U.S. presidential re-election bid, emphasizing progress and continuation of his policies.
 E259027 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: Forward | Statement: [Barack Obama 2012 presidential campaign, campaignSlogan, Forward]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Forward
Context triple: [Barack Obama 2012 presidential campaign, campaignSlogan, Forward]
  • A. Forward
    Forward is the state motto of Wisconsin, expressing its emphasis on progress and continual improvement.
  • B. Forward!
    Forward! is the English title of the 1972 Italian political drama film "Avanti!".
  • C. Vooruit
    Vooruit is a Flemish social-democratic political party in Belgium.
  • D. Looking Forward
    "Looking Forward" is a 1999 studio album by folk-rock supergroup Crosby, Stills, Nash & Young that marked their reunion with new material after a long hiatus.
  • E. Moving Forward
    "Moving Forward" was a global advertising slogan used by Toyota to emphasize progress, innovation, and continuous improvement in its brand identity.
  • 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: Forward
Triple: [Barack Obama 2012 presidential campaign, campaignSlogan, Forward]
Generated description
Forward was the central campaign slogan used by Barack Obama during his 2012 U.S. presidential re-election bid, emphasizing progress and continuation of his policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Forward
Target entity description: Forward was the central campaign slogan used by Barack Obama during his 2012 U.S. presidential re-election bid, emphasizing progress and continuation of his policies.
  • A. Forward
    Forward is the state motto of Wisconsin, expressing its emphasis on progress and continual improvement.
  • B. Forward!
    Forward! is the English title of the 1972 Italian political drama film "Avanti!".
  • C. Vooruit
    Vooruit is a Flemish social-democratic political party in Belgium.
  • D. Looking Forward
    "Looking Forward" is a 1999 studio album by folk-rock supergroup Crosby, Stills, Nash & Young that marked their reunion with new material after a long hiatus.
  • E. Moving Forward
    "Moving Forward" was a global advertising slogan used by Toyota to emphasize progress, innovation, and continuous improvement in its brand identity.
  • 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_69a88917935081909b755dbf38e81024 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc6aa47948190ab6ce6a40863e95c completed March 7, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae961d890c8190aa39fb4d30b38e19 completed March 9, 2026, 9:42 a.m.
NEDg Description generation batch_69ae9a035b70819096f2d556fb14313b completed March 9, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_69ae9af22c688190b1c8bb169f5658ca completed March 9, 2026, 10:03 a.m.
Created at: March 4, 2026, 7:52 p.m.