Triple

T15134369
Position Surface form Disambiguated ID Type / Status
Subject Pivot Gang E361513 entity
Predicate hasMember P10 FINISHED
Object Daoud
Daoud is a rapper and producer known for his work with the Chicago-based hip-hop collective Pivot Gang.
 E1143749 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: Daoud | Statement: [Pivot Gang, hasMember, Daoud]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Daoud
Context triple: [Pivot Gang, hasMember, Daoud]
  • A. Daoud
    Daoud is the middle name of Egyptian-born American engineer and academic administrator Daoud Dean.
  • B. Amrullah
    Amrullah is an Afghan politician and former intelligence chief who served as Vice President of Afghanistan and became a prominent opponent of the Taliban.
  • C. Ibrahim Daoud
    Ibrahim Daoud was an Iraqi military officer and political figure who played a leading role in the 1968 coup that brought the Ba'ath Party to power in Iraq.
  • D. Massoud
    Massoud is a surname most notably associated with Mena Massoud, the Egyptian-Canadian actor who starred as Aladdin in Disney’s live-action adaptation.
  • E. Khader Khan
    Khader Khan is a powerful and charismatic Mumbai mafia don and philosophical mentor figure in Gregory David Roberts’ novel *Shantaram*.
  • 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: Daoud
Triple: [Pivot Gang, hasMember, Daoud]
Generated description
Daoud is a rapper and producer known for his work with the Chicago-based hip-hop collective Pivot Gang.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Daoud
Target entity description: Daoud is a rapper and producer known for his work with the Chicago-based hip-hop collective Pivot Gang.
  • A. Daoud
    Daoud is the middle name of Egyptian-born American engineer and academic administrator Daoud Dean.
  • B. Amrullah
    Amrullah is an Afghan politician and former intelligence chief who served as Vice President of Afghanistan and became a prominent opponent of the Taliban.
  • C. Ibrahim Daoud
    Ibrahim Daoud was an Iraqi military officer and political figure who played a leading role in the 1968 coup that brought the Ba'ath Party to power in Iraq.
  • D. Massoud
    Massoud is a surname most notably associated with Mena Massoud, the Egyptian-Canadian actor who starred as Aladdin in Disney’s live-action adaptation.
  • E. Khader Khan
    Khader Khan is a powerful and charismatic Mumbai mafia don and philosophical mentor figure in Gregory David Roberts’ novel *Shantaram*.
  • 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_69d85a06450081909c5a14ea9851a15e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e005b29a4c819087f8818e3f5788f5 completed April 15, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fed321d6108190a30b32f176e6d4dc completed May 9, 2026, 6:24 a.m.
NEDg Description generation batch_69fed3f5e31081908958efacf486e3a6 completed May 9, 2026, 6:28 a.m.
NED2 Entity disambiguation (via description) batch_69fed51c1b0c81908bb195af7a8a7cef completed May 9, 2026, 6:33 a.m.
Created at: April 10, 2026, 3:06 a.m.