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.