Triple
T9382627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Henri Lefebvre |
E225821
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Nicole Becker
Nicole Becker was the wife of influential French Marxist philosopher and sociologist Henri Lefebvre.
|
E842958
|
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: Nicole Becker | Statement: [Henri Lefebvre, spouse, Nicole Becker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nicole Becker Context triple: [Henri Lefebvre, spouse, Nicole Becker]
-
A.
Nicole Pantenburg
Nicole Pantenburg is an American former backup dancer and actress best known for her work with artists like Janet Jackson and for her marriage to R&B singer-songwriter Babyface.
-
B.
Nicole Schwab
Nicole Schwab is a Swiss author and environmentalist known for her work on sustainability and gender equality, and as a co-founder of the Gender Equality Project.
-
C.
Nicole Flender
Nicole Flender is an American real estate broker and former Broadway dancer best known as the mother of actor Timothée Chalamet.
-
D.
Nicole Schuetz
Nicole Schuetz is an American entrepreneur and impact investor known for her work in sustainable finance and as the founder of Sutro Energy Group.
-
E.
Nicole Kruspe
Nicole Kruspe is a linguist known for her extensive research and documentation of Aslian languages spoken by indigenous communities in the Malay Peninsula.
- 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: Nicole Becker Triple: [Henri Lefebvre, spouse, Nicole Becker]
Generated description
Nicole Becker was the wife of influential French Marxist philosopher and sociologist Henri Lefebvre.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nicole Becker Target entity description: Nicole Becker was the wife of influential French Marxist philosopher and sociologist Henri Lefebvre.
-
A.
Nicole Pantenburg
Nicole Pantenburg is an American former backup dancer and actress best known for her work with artists like Janet Jackson and for her marriage to R&B singer-songwriter Babyface.
-
B.
Nicole Schwab
Nicole Schwab is a Swiss author and environmentalist known for her work on sustainability and gender equality, and as a co-founder of the Gender Equality Project.
-
C.
Nicole Flender
Nicole Flender is an American real estate broker and former Broadway dancer best known as the mother of actor Timothée Chalamet.
-
D.
Nicole Schuetz
Nicole Schuetz is an American entrepreneur and impact investor known for her work in sustainable finance and as the founder of Sutro Energy Group.
-
E.
Nicole Kruspe
Nicole Kruspe is a linguist known for her extensive research and documentation of Aslian languages spoken by indigenous communities in the Malay Peninsula.
- 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_69ca842e9dcc8190a264119e683cfe04 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd50c11d648190b03cedbce0b72c60 |
completed | April 1, 2026, 5:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2cb039ff0819099ae19420cc1987a |
completed | April 5, 2026, 8:50 p.m. |
| NEDg | Description generation | batch_69d2cd242ed8819097895cb15cbb5d47 |
completed | April 5, 2026, 8:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2d1204f008190a9349c071c1e8d19 |
completed | April 5, 2026, 9:16 p.m. |
Created at: March 30, 2026, 7:44 p.m.