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.