Triple

T4904561
Position Surface form Disambiguated ID Type / Status
Subject Shepherd of Hermas E109882 entity
Predicate keyCharacter P12814 FINISHED
Object the Shepherd (angel of repentance)
The Shepherd (angel of repentance) is a central visionary figure in the early Christian text *The Shepherd of Hermas*, serving as a divine messenger who instructs the protagonist in moral reform and penitence.
E478989 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: the Shepherd (angel of repentance) | Statement: [Shepherd of Hermas, keyCharacter, the Shepherd (angel of repentance)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: the Shepherd (angel of repentance)
Context triple: [Shepherd of Hermas, keyCharacter, the Shepherd (angel of repentance)]
  • A. Raphael (archangel)
    Raphael is an archangel in Judeo-Christian tradition, often associated with healing and guidance, notably appearing in the deuterocanonical Book of Tobit.
  • B. Seraphim
    Seraphim are the highest-ranking class of angels in Christian angelology, traditionally associated with fiery devotion and the worship of God.
  • C. Vicar of Christ
    The Vicar of Christ is a traditional title signifying the Pope’s role as the earthly representative of Jesus Christ and spiritual head of the Catholic Church.
  • D. Good Shepherd
    Good Shepherd is a title for Jesus Christ that emphasizes his role as a caring, protective, and self-sacrificing spiritual leader who guides and watches over his followers like a shepherd with his sheep.
  • E. Séraphîta
    Séraphîta is a mystical philosophical novel by Honoré de Balzac that blends spiritual speculation, romantic narrative, and Swedenborgian ideas within the larger cycle of La Comédie humaine.
  • 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: the Shepherd (angel of repentance)
Triple: [Shepherd of Hermas, keyCharacter, the Shepherd (angel of repentance)]
Generated description
The Shepherd (angel of repentance) is a central visionary figure in the early Christian text *The Shepherd of Hermas*, serving as a divine messenger who instructs the protagonist in moral reform and penitence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: the Shepherd (angel of repentance)
Target entity description: The Shepherd (angel of repentance) is a central visionary figure in the early Christian text *The Shepherd of Hermas*, serving as a divine messenger who instructs the protagonist in moral reform and penitence.
  • A. Raphael (archangel)
    Raphael is an archangel in Judeo-Christian tradition, often associated with healing and guidance, notably appearing in the deuterocanonical Book of Tobit.
  • B. Seraphim
    Seraphim are the highest-ranking class of angels in Christian angelology, traditionally associated with fiery devotion and the worship of God.
  • C. Vicar of Christ
    The Vicar of Christ is a traditional title signifying the Pope’s role as the earthly representative of Jesus Christ and spiritual head of the Catholic Church.
  • D. Good Shepherd
    Good Shepherd is a title for Jesus Christ that emphasizes his role as a caring, protective, and self-sacrificing spiritual leader who guides and watches over his followers like a shepherd with his sheep.
  • E. Séraphîta
    Séraphîta is a mystical philosophical novel by Honoré de Balzac that blends spiritual speculation, romantic narrative, and Swedenborgian ideas within the larger cycle of La Comédie humaine.
  • 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_69bd441180708190ba42ffb44fea533a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7163789c81909d5c7d0f6756ca58 completed March 20, 2026, 4:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fdaaf588190a180d0bf5979c2d2 completed March 21, 2026, 10:15 a.m.
NEDg Description generation batch_69be70b15c508190bcd723862b8e9633 completed March 21, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_69be7139a288819087598a7da8c6ad42 completed March 21, 2026, 10:21 a.m.
Created at: March 20, 2026, 1:29 p.m.