Triple

T21118642
Position Surface form Disambiguated ID Type / Status
Subject Wake Forest Demon Deacons football E520364 entity
Predicate fightSong P4835 FINISHED
Object O Here’s to Wake Forest
"O Here’s to Wake Forest" is the traditional fight song of Wake Forest University's Demon Deacons football program, played to rally fans and celebrate school spirit at games and events.
 E1468173 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: O Here’s to Wake Forest | Statement: [Wake Forest Demon Deacons football, fightSong, O Here’s to Wake Forest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: O Here’s to Wake Forest
Context triple: [Wake Forest Demon Deacons football, fightSong, O Here’s to Wake Forest]
  • A. Carolina Dreams
    "Carolina Dreams" is a 1977 Southern rock album by The Marshall Tucker Band that blends country, rock, and jazz influences and features some of the group's most enduring songs.
  • B. The Halls of Ivy
    The Halls of Ivy is an American radio and television comedy-drama series set at a small college, co-created by and starring Ronald Colman and Benita Hume as an academic couple.
  • C. Fightin'
    "Fightin'" is a song featured on the album "Even in Darkness" by the hip-hop collective Dungeon Family.
  • D. Duke in Blue
    Duke in Blue is a jazz album by pianist Ellis Marsalis Jr. that showcases his sophisticated, modern straight-ahead style and deep New Orleans-rooted musicianship.
  • E. What Up Y'all
    "What Up Y'all" is a high-energy electronic track by Italian DJ duo Crookers, known for its heavy bass, hip-hop influences, and club-ready sound.
  • 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: O Here’s to Wake Forest
Triple: [Wake Forest Demon Deacons football, fightSong, O Here’s to Wake Forest]
Generated description
"O Here’s to Wake Forest" is the traditional fight song of Wake Forest University's Demon Deacons football program, played to rally fans and celebrate school spirit at games and events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: O Here’s to Wake Forest
Target entity description: "O Here’s to Wake Forest" is the traditional fight song of Wake Forest University's Demon Deacons football program, played to rally fans and celebrate school spirit at games and events.
  • A. Carolina Dreams
    "Carolina Dreams" is a 1977 Southern rock album by The Marshall Tucker Band that blends country, rock, and jazz influences and features some of the group's most enduring songs.
  • B. The Halls of Ivy
    The Halls of Ivy is an American radio and television comedy-drama series set at a small college, co-created by and starring Ronald Colman and Benita Hume as an academic couple.
  • C. Fightin'
    "Fightin'" is a song featured on the album "Even in Darkness" by the hip-hop collective Dungeon Family.
  • D. Duke in Blue
    Duke in Blue is a jazz album by pianist Ellis Marsalis Jr. that showcases his sophisticated, modern straight-ahead style and deep New Orleans-rooted musicianship.
  • E. What Up Y'all
    "What Up Y'all" is a high-energy electronic track by Italian DJ duo Crookers, known for its heavy bass, hip-hop influences, and club-ready sound.
  • 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_69e0b50a623881909c0bbaf4f2c055e7 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7223176c48190bfbaea41c2209a15 completed April 21, 2026, 7:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0965e5b04c8190addaa49cb9f6ad06 completed May 17, 2026, 6:53 a.m.
NEDg Description generation batch_6a0969cd36b081909e24ab92c0b2ab0a completed May 17, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_6a096b373290819082f45e68772a81e4 completed May 17, 2026, 7:16 a.m.
Created at: April 16, 2026, 2:55 p.m.