Triple
T4440253
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Way We’re Working Isn’t Working |
E95753
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Jean Gomes
Jean Gomes is a leadership and performance expert known for co-authoring influential business books on productivity, well-being, and organizational change.
|
E441964
|
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: Jean Gomes | Statement: [The Way We’re Working Isn’t Working, coAuthor, Jean Gomes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean Gomes Context triple: [The Way We’re Working Isn’t Working, coAuthor, Jean Gomes]
-
A.
Miguel Ponte
Miguel Ponte was a Spanish military officer best known for his leadership role on the Nationalist side during the Spanish Civil War, including commanding forces at the Battle of Belchite.
-
B.
Carlos Araújo
Carlos Araújo was a Brazilian lawyer, left-wing political activist, and longtime partner of former president Dilma Rousseff, known for his resistance to the military dictatorship.
-
C.
Marcelo Gomes
Marcelo Gomes is a renowned Brazilian ballet dancer celebrated for his long and distinguished career as a principal dancer with American Ballet Theatre.
-
D.
José Tavares
José Tavares is a personal name shared by multiple individuals, typically of Portuguese or Brazilian origin, whose specific notable achievements are not uniquely identifiable from this context.
-
E.
Jorge Moreira
Jorge Moreira is a Brazilian architect and artist recognized as a distinguished graduate of the Escola Nacional de Belas Artes.
- 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: Jean Gomes Triple: [The Way We’re Working Isn’t Working, coAuthor, Jean Gomes]
Generated description
Jean Gomes is a leadership and performance expert known for co-authoring influential business books on productivity, well-being, and organizational change.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jean Gomes Target entity description: Jean Gomes is a leadership and performance expert known for co-authoring influential business books on productivity, well-being, and organizational change.
-
A.
Miguel Ponte
Miguel Ponte was a Spanish military officer best known for his leadership role on the Nationalist side during the Spanish Civil War, including commanding forces at the Battle of Belchite.
-
B.
Carlos Araújo
Carlos Araújo was a Brazilian lawyer, left-wing political activist, and longtime partner of former president Dilma Rousseff, known for his resistance to the military dictatorship.
-
C.
Marcelo Gomes
Marcelo Gomes is a renowned Brazilian ballet dancer celebrated for his long and distinguished career as a principal dancer with American Ballet Theatre.
-
D.
José Tavares
José Tavares is a personal name shared by multiple individuals, typically of Portuguese or Brazilian origin, whose specific notable achievements are not uniquely identifiable from this context.
-
E.
Jorge Moreira
Jorge Moreira is a Brazilian architect and artist recognized as a distinguished graduate of the Escola Nacional de Belas Artes.
- 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_69b3453ea2b48190a26f154b3b8fece5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355ac05e081908411089c05fc36bd |
completed | March 13, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6281264f08190942d2043495c89d5 |
completed | March 15, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69b6295218e88190a48e8bfeb2febe2e |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62b05bcec8190a0c8d1c0e5a62c75 |
completed | March 15, 2026, 3:44 a.m. |
Created at: March 12, 2026, 11:32 p.m.