Triple

T9067056
Position Surface form Disambiguated ID Type / Status
Subject Beni-Amer E217269 entity
Predicate relatedEthnicGroup P1969 FINISHED
Object Hedareb
Hedareb are a traditionally semi-nomadic Cushitic-speaking ethnic group primarily inhabiting northwestern Eritrea and parts of eastern Sudan.
 E776024 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: Hedareb | Statement: [Beni-Amer, relatedEthnicGroup, Hedareb]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hedareb
Context triple: [Beni-Amer, relatedEthnicGroup, Hedareb]
  • A. Sin-Muballit
    Sin-Muballit was a king of Babylon in the early 18th century BCE and the father of Hammurabi, under whom Babylon’s power and territory began to expand.
  • B. Sharurah
    Sharurah is a remote desert city in southern Saudi Arabia near the Yemeni border, known as a growing urban center within the Najran Region.
  • C. Zerah
    Zerah is a minor biblical figure mentioned in the Book of Genesis as one of the sons of Judah and Tamar.
  • D. Zerah
    Zerah is a minor biblical figure mentioned in genealogical records as a descendant within the tribe of Zebulun.
  • E. Tahawus
    Tahawus is a remote hamlet in New York’s Adirondack Mountains known for its historic iron mining operations and proximity to High Peaks wilderness areas.
  • 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: Hedareb
Triple: [Beni-Amer, relatedEthnicGroup, Hedareb]
Generated description
Hedareb are a traditionally semi-nomadic Cushitic-speaking ethnic group primarily inhabiting northwestern Eritrea and parts of eastern Sudan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hedareb
Target entity description: Hedareb are a traditionally semi-nomadic Cushitic-speaking ethnic group primarily inhabiting northwestern Eritrea and parts of eastern Sudan.
  • A. Sin-Muballit
    Sin-Muballit was a king of Babylon in the early 18th century BCE and the father of Hammurabi, under whom Babylon’s power and territory began to expand.
  • B. Sharurah
    Sharurah is a remote desert city in southern Saudi Arabia near the Yemeni border, known as a growing urban center within the Najran Region.
  • C. Zerah
    Zerah is a minor biblical figure mentioned in the Book of Genesis as one of the sons of Judah and Tamar.
  • D. Zerah
    Zerah is a minor biblical figure mentioned in genealogical records as a descendant within the tribe of Zebulun.
  • E. Tahawus
    Tahawus is a remote hamlet in New York’s Adirondack Mountains known for its historic iron mining operations and proximity to High Peaks wilderness areas.
  • 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_69ca83d5a7f48190b16c1e59bd43ede0 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc94bde9c08190a4f568fbccc3c3e9 completed April 1, 2026, 3:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffddc5c288190b18c2ae1aece4ed6 completed April 3, 2026, 5:50 p.m.
NEDg Description generation batch_69d000d2c5688190b014ce33c04ff875 completed April 3, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_69d001a1056c819083793547dbd4b1ee completed April 3, 2026, 6:06 p.m.
Created at: March 30, 2026, 7:11 p.m.