Triple

T8672390
Position Surface form Disambiguated ID Type / Status
Subject Playfish E205828 entity
Predicate foundedBy P104 FINISHED
Object Shukri Shammas
Shukri Shammas is a technology entrepreneur best known as a co-founder of the social gaming company Playfish.
 E748455 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: Shukri Shammas | Statement: [Playfish, foundedBy, Shukri Shammas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shukri Shammas
Context triple: [Playfish, foundedBy, Shukri Shammas]
  • A. Issam Nassar
    Issam Nassar is a Palestinian historian and scholar known for his work on the history of photography in Palestine and the broader Middle East.
  • B. Salim Alwan
    Salim Alwan is a wealthy, middle-aged businessman in Naguib Mahfouz’s novel "Midaq Alley," whose prosperity and romantic entanglements highlight the social and moral tensions of the alley’s community.
  • C. Zuqan al-Atrash
    Zuqan al-Atrash was a prominent Druze leader and chieftain in Jabal al-Druze, remembered for his resistance to Ottoman rule and as the father of Syrian national hero Sultan al-Atrash.
  • D. Abdelsalam al-Majali
    Abdelsalam al-Majali was a Jordanian physician, politician, and two-time prime minister best known for his role in negotiating the Israel–Jordan peace treaty of 1994.
  • E. Zaki Salam
    Zaki Salam is a notable individual recognized as a distinguished bearer of the surname Salam.
  • 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: Shukri Shammas
Triple: [Playfish, foundedBy, Shukri Shammas]
Generated description
Shukri Shammas is a technology entrepreneur best known as a co-founder of the social gaming company Playfish.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shukri Shammas
Target entity description: Shukri Shammas is a technology entrepreneur best known as a co-founder of the social gaming company Playfish.
  • A. Issam Nassar
    Issam Nassar is a Palestinian historian and scholar known for his work on the history of photography in Palestine and the broader Middle East.
  • B. Salim Alwan
    Salim Alwan is a wealthy, middle-aged businessman in Naguib Mahfouz’s novel "Midaq Alley," whose prosperity and romantic entanglements highlight the social and moral tensions of the alley’s community.
  • C. Zuqan al-Atrash
    Zuqan al-Atrash was a prominent Druze leader and chieftain in Jabal al-Druze, remembered for his resistance to Ottoman rule and as the father of Syrian national hero Sultan al-Atrash.
  • D. Abdelsalam al-Majali
    Abdelsalam al-Majali was a Jordanian physician, politician, and two-time prime minister best known for his role in negotiating the Israel–Jordan peace treaty of 1994.
  • E. Zaki Salam
    Zaki Salam is a notable individual recognized as a distinguished bearer of the surname Salam.
  • 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_69ca83529a9c8190b5c075b4f14636ed completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc491a34d08190b0795079d192a03d completed March 31, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69cecd3a3c5c8190940a61e7e7b3e887 completed April 2, 2026, 8:10 p.m.
NEDg Description generation batch_69cece908adc8190b6ea8d971868cbf8 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf14eaa481908f8630872c21b3b3 completed April 2, 2026, 8:18 p.m.
Created at: March 30, 2026, 6:31 p.m.