Triple

T4768245
Position Surface form Disambiguated ID Type / Status
Subject Huldah E105863 entity
Predicate associatedWith P37 FINISHED
Object Shaphan the scribe
Shaphan the scribe was a royal secretary in the Hebrew Bible who served King Josiah and played a key role in the discovery and reading of the Book of the Law during the temple repairs.
E469081 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: Shaphan the scribe | Statement: [Huldah, associatedWith, Shaphan the scribe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shaphan the scribe
Context triple: [Huldah, associatedWith, Shaphan the scribe]
  • A. Hilkiah
    Hilkiah is a biblical figure known as the father of the prophet Jeremiah and, in some traditions, identified with the high priest who discovered the Book of the Law in the Temple.
  • B. Jeremiah of Libnah
    Jeremiah of Libnah was an Israelite man known primarily as the father of Hamutal, who became queen and mother of kings in the Kingdom of Judah.
  • C. Ezra
    Ezra is a prominent Jewish scribe and priest traditionally credited with leading religious reforms and restoring the Torah’s authority among the Israelites after the Babylonian exile.
  • D. Huldah
    Huldah is a prophetess in the Hebrew Bible known for authenticating the rediscovered Book of the Law during King Josiah’s reign and delivering God’s judgment and promises to Judah.
  • E. Ahikam son of Shaphan
    Ahikam son of Shaphan was a Judean official and supporter of the prophet Jeremiah who helped protect him and played a key role in the religious reforms during King Josiah’s reign.
  • 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: Shaphan the scribe
Triple: [Huldah, associatedWith, Shaphan the scribe]
Generated description
Shaphan the scribe was a royal secretary in the Hebrew Bible who served King Josiah and played a key role in the discovery and reading of the Book of the Law during the temple repairs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shaphan the scribe
Target entity description: Shaphan the scribe was a royal secretary in the Hebrew Bible who served King Josiah and played a key role in the discovery and reading of the Book of the Law during the temple repairs.
  • A. Hilkiah
    Hilkiah is a biblical figure known as the father of the prophet Jeremiah and, in some traditions, identified with the high priest who discovered the Book of the Law in the Temple.
  • B. Jeremiah of Libnah
    Jeremiah of Libnah was an Israelite man known primarily as the father of Hamutal, who became queen and mother of kings in the Kingdom of Judah.
  • C. Ezra
    Ezra is a prominent Jewish scribe and priest traditionally credited with leading religious reforms and restoring the Torah’s authority among the Israelites after the Babylonian exile.
  • D. Huldah
    Huldah is a prophetess in the Hebrew Bible known for authenticating the rediscovered Book of the Law during King Josiah’s reign and delivering God’s judgment and promises to Judah.
  • E. Ahikam son of Shaphan
    Ahikam son of Shaphan was a Judean official and supporter of the prophet Jeremiah who helped protect him and played a key role in the religious reforms during King Josiah’s reign.
  • 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_69bd43f226fc8190b867cc249c2a9042 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6537eb80819096e0ae906c59d605 completed March 20, 2026, 3:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43be262c8190b9b9e2e6c2623ff7 completed March 21, 2026, 7:07 a.m.
NEDg Description generation batch_69be455ccc088190be853426f582e9af completed March 21, 2026, 7:14 a.m.
NED2 Entity disambiguation (via description) batch_69be46936b508190a2b0f24b52eef11e completed March 21, 2026, 7:19 a.m.
Created at: March 20, 2026, 1:21 p.m.