Triple

T4768246
Position Surface form Disambiguated ID Type / Status
Subject Huldah E105863 entity
Predicate associatedWith P37 FINISHED
Object 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.
E467049 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: Ahikam son of Shaphan | Statement: [Huldah, associatedWith, Ahikam son of Shaphan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ahikam son of Shaphan
Context triple: [Huldah, associatedWith, Ahikam son of Shaphan]
  • A. Mattaniah
    Mattaniah is the birth name of the last king of Judah, later renamed Zedekiah by the Babylonian king Nebuchadnezzar.
  • B. 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.
  • C. Yehoyaqim
    Yehoyaqim is a king of Judah mentioned in the Hebrew Bible, known for his reign during the late 7th to early 6th century BCE amid rising Babylonian power.
  • D. Heman the Ezrahite
    Heman the Ezrahite is a biblical figure traditionally regarded as the wise author of Psalm 88 and noted for his exceptional wisdom in the Old Testament.
  • E. 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.
  • 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: Ahikam son of Shaphan
Triple: [Huldah, associatedWith, Ahikam son of Shaphan]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ahikam son of Shaphan
Target entity description: 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.
  • A. Mattaniah
    Mattaniah is the birth name of the last king of Judah, later renamed Zedekiah by the Babylonian king Nebuchadnezzar.
  • B. 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.
  • C. Yehoyaqim
    Yehoyaqim is a king of Judah mentioned in the Hebrew Bible, known for his reign during the late 7th to early 6th century BCE amid rising Babylonian power.
  • D. Heman the Ezrahite
    Heman the Ezrahite is a biblical figure traditionally regarded as the wise author of Psalm 88 and noted for his exceptional wisdom in the Old Testament.
  • E. 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.
  • 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_69be3a8f7318819088839becd09577ce completed March 21, 2026, 6:28 a.m.
NEDg Description generation batch_69be3d2063e48190afb3fdfd5ad6749f completed March 21, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_69be3d9b311c8190906c3367257564dc completed March 21, 2026, 6:41 a.m.
Created at: March 20, 2026, 1:21 p.m.