Triple

T16569730
Position Surface form Disambiguated ID Type / Status
Subject Frédéric Le Play E402553 entity
Predicate familyName P18 FINISHED
Object Le Play
Le Play is the surname of Frédéric Le Play, a 19th-century French engineer and pioneering sociologist known for his influential studies of European working-class families.
E1220805 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: Le Play | Statement: [Frédéric Le Play, familyName, Le Play]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Le Play
Context triple: [Frédéric Le Play, familyName, Le Play]
  • A. The Game
    The Game is a 1999 R&B/soul studio album by American singer Chico DeBarge that marked his return to the music scene with a more mature, introspective sound.
  • B. The Game
    The Game is a 1980 studio album by the British rock band Queen that features a blend of rock, pop, and funk influences and includes some of their most famous songs.
  • C. The Game
    The Game is an American rapper from Compton, California, known for his role in revitalizing West Coast hip hop in the mid-2000s and his association with Dr. Dre and G-Unit.
  • D. The Game
    The Game is an American comedy-drama television series that follows the personal and professional lives of football players and their significant others, and is known for featuring singer-actress Brandy Norwood in a prominent role.
  • E. The Game
    The Game is the storied annual college football rivalry matchup between the Ohio State Buckeyes and the Michigan Wolverines, considered one of the most intense and historic rivalries in American sports.
  • 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: Le Play
Triple: [Frédéric Le Play, familyName, Le Play]
Generated description
Le Play is the surname of Frédéric Le Play, a 19th-century French engineer and pioneering sociologist known for his influential studies of European working-class families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Le Play
Target entity description: Le Play is the surname of Frédéric Le Play, a 19th-century French engineer and pioneering sociologist known for his influential studies of European working-class families.
  • A. The Game
    The Game is a 1999 R&B/soul studio album by American singer Chico DeBarge that marked his return to the music scene with a more mature, introspective sound.
  • B. The Game
    The Game is an American rapper from Compton, California, known for his role in revitalizing West Coast hip hop in the mid-2000s and his association with Dr. Dre and G-Unit.
  • C. The Game
    The Game is an American comedy-drama television series that follows the personal and professional lives of football players and their significant others, and is known for featuring singer-actress Brandy Norwood in a prominent role.
  • D. The Game
    The Game is a 1980 studio album by the British rock band Queen that features a blend of rock, pop, and funk influences and includes some of their most famous songs.
  • E. The Game
    The Game is a highly acclaimed memoir by former NHL goaltender Ken Dryden that offers an insightful, introspective look at professional hockey and life in the sport.
  • 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e359580f548190a21afd148bc22d8d completed April 18, 2026, 10:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006ee616a0819089b3cdc1da951735 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006f9043b8819086143b2ec0cf1657 completed May 10, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_6a00701fc1848190b3248a70b462eab1 completed May 10, 2026, 11:46 a.m.
Created at: April 10, 2026, 5:16 a.m.