Triple

T19328929
Position Surface form Disambiguated ID Type / Status
Subject Tammam Salam E483433 entity
Predicate memberOf P10 FINISHED
Object Salam political family
The Salam political family is a prominent Lebanese Sunni Muslim dynasty that has produced multiple influential politicians and prime ministers, particularly active in Beirut’s political life.
 E1371171 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: Salam political family | Statement: [Tammam Salam, memberOf, Salam political family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Salam political family
Context triple: [Tammam Salam, memberOf, Salam political family]
  • A. Onn political family
    The Onn political family is a prominent Malaysian dynasty known for its influential role in the country’s politics and leadership across multiple generations.
  • B. Amery political family
    The Amery political family is a British dynasty known for its multi-generational involvement in Conservative politics, government service, and public life in the United Kingdom.
  • C. Kean political family
    The Kean political family is a prominent New Jersey dynasty known for producing multiple influential Republican politicians, including former Governor Thomas H. Kean.
  • D. Boulos family
    The Boulos family is a prominent Nigerian business family of Lebanese descent known for its extensive interests in commerce, construction, and industry.
  • E. Estrada political family
    The Estrada political family is a prominent Filipino clan best known for producing former president and actor Joseph "Erap" Estrada and several other influential politicians in national and local government.
  • 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: Salam political family
Triple: [Tammam Salam, memberOf, Salam political family]
Generated description
The Salam political family is a prominent Lebanese Sunni Muslim dynasty that has produced multiple influential politicians and prime ministers, particularly active in Beirut’s political life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Salam political family
Target entity description: The Salam political family is a prominent Lebanese Sunni Muslim dynasty that has produced multiple influential politicians and prime ministers, particularly active in Beirut’s political life.
  • A. Onn political family
    The Onn political family is a prominent Malaysian dynasty known for its influential role in the country’s politics and leadership across multiple generations.
  • B. Amery political family
    The Amery political family is a British dynasty known for its multi-generational involvement in Conservative politics, government service, and public life in the United Kingdom.
  • C. Kean political family
    The Kean political family is a prominent New Jersey dynasty known for producing multiple influential Republican politicians, including former Governor Thomas H. Kean.
  • D. Boulos family
    The Boulos family is a prominent Nigerian business family of Lebanese descent known for its extensive interests in commerce, construction, and industry.
  • E. Estrada political family
    The Estrada political family is a prominent Filipino clan best known for producing former president and actor Joseph "Erap" Estrada and several other influential politicians in national and local government.
  • 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_69d8e8d13e3c81909d91d1d5ec37c095 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e6163ffddc81909e9cb13e780f1f18 completed April 20, 2026, 12:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a071bdeadc08190b44953632fea403e completed May 15, 2026, 1:13 p.m.
NEDg Description generation batch_6a071c8a9dec8190a4fbb88736b73912 completed May 15, 2026, 1:15 p.m.
NED2 Entity disambiguation (via description) batch_6a071e0e00208190a6e05266d5bc47e2 completed May 15, 2026, 1:22 p.m.
Created at: April 10, 2026, 1:33 p.m.