Triple

T4928797
Position Surface form Disambiguated ID Type / Status
Subject Tamer Center for Social Enterprise E110640 entity
Predicate namedAfter P63 FINISHED
Object Tamer family
The Tamer family is a philanthropic family known for its significant support of social enterprise and impact-focused education initiatives.
E480330 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: Tamer family | Statement: [Tamer Center for Social Enterprise, namedAfter, Tamer family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tamer family
Context triple: [Tamer Center for Social Enterprise, namedAfter, Tamer family]
  • A. Talfah family
    The Talfah family is an influential Iraqi clan closely associated with Saddam Hussein’s inner circle and Ba'athist political elite.
  • B. al-Jawad family
    The al-Jawad family is the central multigenerational Egyptian family whose changing fortunes and relationships are portrayed across Naguib Mahfouz’s renowned Cairo Trilogy.
  • C. Joudeh family
    The Joudeh family is a Muslim Palestinian family in Jerusalem historically entrusted with the custodianship of the keys to the Church of the Holy Sepulchre, symbolizing interfaith coexistence and shared guardianship of the holy site.
  • D. Al Mana family
    The Al Mana family is a prominent Qatari business dynasty known for its extensive investments and operations across the Middle East and beyond.
  • E. Bani Shaiba family
    The Bani Shaiba family is a historically significant Meccan lineage traditionally entrusted with the custodianship and guardianship of the keys to the Kaaba.
  • 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: Tamer family
Triple: [Tamer Center for Social Enterprise, namedAfter, Tamer family]
Generated description
The Tamer family is a philanthropic family known for its significant support of social enterprise and impact-focused education initiatives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tamer family
Target entity description: The Tamer family is a philanthropic family known for its significant support of social enterprise and impact-focused education initiatives.
  • A. Talfah family
    The Talfah family is an influential Iraqi clan closely associated with Saddam Hussein’s inner circle and Ba'athist political elite.
  • B. al-Jawad family
    The al-Jawad family is the central multigenerational Egyptian family whose changing fortunes and relationships are portrayed across Naguib Mahfouz’s renowned Cairo Trilogy.
  • C. Joudeh family
    The Joudeh family is a Muslim Palestinian family in Jerusalem historically entrusted with the custodianship of the keys to the Church of the Holy Sepulchre, symbolizing interfaith coexistence and shared guardianship of the holy site.
  • D. Al Mana family
    The Al Mana family is a prominent Qatari business dynasty known for its extensive investments and operations across the Middle East and beyond.
  • E. Bani Shaiba family
    The Bani Shaiba family is a historically significant Meccan lineage traditionally entrusted with the custodianship and guardianship of the keys to the Kaaba.
  • 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_69bd4415190c8190817bee7ec9f9f944 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7038c12c81908a793b4a8768c28a completed March 20, 2026, 4:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69be77af13308190b99f3aca0cb44c61 completed March 21, 2026, 10:49 a.m.
NEDg Description generation batch_69be781aa8648190a58587e6f3e04e11 completed March 21, 2026, 10:51 a.m.
NED2 Entity disambiguation (via description) batch_69be78a0bdc88190bd8458658f15f879 completed March 21, 2026, 10:53 a.m.
Created at: March 20, 2026, 1:30 p.m.