Triple

T19199349
Position Surface form Disambiguated ID Type / Status
Subject The Last Month of the Year E470061 entity
Predicate hasPart P35 FINISHED
Object “Follow Now, Oh Shepherds”
“Follow Now, Oh Shepherds” is a traditional Christmas carol featured as one of the songs in the holiday music collection *The Last Month of the Year*.
E1363175 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: “Follow Now, Oh Shepherds” | Statement: [The Last Month of the Year, hasPart, “Follow Now, Oh Shepherds”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “Follow Now, Oh Shepherds”
Context triple: [The Last Month of the Year, hasPart, “Follow Now, Oh Shepherds”]
  • A. Shepherds’ Farewell
    Shepherds’ Farewell is a gentle, pastoral chorus from Hector Berlioz’s oratorio *L’Enfance du Christ*, depicting the shepherds bidding goodbye to the Holy Family.
  • B. The Annunciation to the Shepherds
    The Annunciation to the Shepherds is a Mannerist religious painting by Dutch artist Joachim Wtewael depicting the biblical scene of angels announcing Christ’s birth to shepherds.
  • C. Rejoice in the Lamb
    Rejoice in the Lamb is a 1943 cantata by Benjamin Britten, setting the eccentric religious poetry of Christopher Smart for choir, soloists, and organ.
  • D. My Baby Needs a Shepherd
    "My Baby Needs a Shepherd" is a reflective, folk-influenced song by Emmylou Harris from her critically acclaimed album *Red Dirt Girl*.
  • E. First the Sheep Next the Shepherd
    "First the Sheep Next the Shepherd" is a politically charged hip hop track by Public Enemy from their 1999 album "There’s a Poison Goin’ On."
  • 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: “Follow Now, Oh Shepherds”
Triple: [The Last Month of the Year, hasPart, “Follow Now, Oh Shepherds”]
Generated description
“Follow Now, Oh Shepherds” is a traditional Christmas carol featured as one of the songs in the holiday music collection *The Last Month of the Year*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “Follow Now, Oh Shepherds”
Target entity description: “Follow Now, Oh Shepherds” is a traditional Christmas carol featured as one of the songs in the holiday music collection *The Last Month of the Year*.
  • A. Shepherds’ Farewell
    Shepherds’ Farewell is a gentle, pastoral chorus from Hector Berlioz’s oratorio *L’Enfance du Christ*, depicting the shepherds bidding goodbye to the Holy Family.
  • B. The Annunciation to the Shepherds
    The Annunciation to the Shepherds is a Mannerist religious painting by Dutch artist Joachim Wtewael depicting the biblical scene of angels announcing Christ’s birth to shepherds.
  • C. Rejoice in the Lamb
    Rejoice in the Lamb is a 1943 cantata by Benjamin Britten, setting the eccentric religious poetry of Christopher Smart for choir, soloists, and organ.
  • D. My Baby Needs a Shepherd
    "My Baby Needs a Shepherd" is a reflective, folk-influenced song by Emmylou Harris from her critically acclaimed album *Red Dirt Girl*.
  • E. First the Sheep Next the Shepherd
    "First the Sheep Next the Shepherd" is a politically charged hip hop track by Public Enemy from their 1999 album "There’s a Poison Goin’ On."
  • 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_69d8dd0ad9088190a173b32657ae2e7a completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5f9967ac081909106aa5ea447e94d completed April 20, 2026, 10:01 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f8c496c08190bc20b67d1b0943de completed May 15, 2026, 10:43 a.m.
NEDg Description generation batch_6a06f936e0b08190b614c393174ea885 completed May 15, 2026, 10:45 a.m.
NED2 Entity disambiguation (via description) batch_6a06fa52fa5081908e688e253c1f8f6d completed May 15, 2026, 10:49 a.m.
Created at: April 10, 2026, 12:07 p.m.