Triple
T9382614
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Henri Lefebvre |
E225821
|
entity |
| Predicate | influenced |
P9
|
FINISHED |
| Object |
Manuel Castells
Manuel Castells is a Spanish sociologist renowned for his influential work on the network society, urban sociology, and the social implications of information and communication technologies.
|
E795605
|
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: Manuel Castells | Statement: [Henri Lefebvre, influenced, Manuel Castells]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manuel Castells Context triple: [Henri Lefebvre, influenced, Manuel Castells]
-
A.
Howard Rheingold
Howard Rheingold is an American writer, critic, and educator best known for his pioneering work on virtual communities, digital culture, and the social implications of new media technologies.
-
B.
Yochai Benkler
Yochai Benkler is a legal scholar and theorist known for his work on commons-based peer production, open-source collaboration, and the political economy of the digital age.
-
C.
Nicholas Negroponte
Nicholas Negroponte is an American architect and technology visionary best known as the founding director of the MIT Media Lab and a prominent advocate for the digital revolution.
-
D.
John Seely Brown
John Seely Brown is an American researcher and former chief scientist at Xerox PARC known for his influential work on organizational learning, innovation, and the social dimensions of technology.
-
E.
Bob Meyrowitz
Bob Meyrowitz is an American media executive best known for creating and launching the Ultimate Fighting Championship (UFC), which helped popularize modern mixed martial arts.
- 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: Manuel Castells Triple: [Henri Lefebvre, influenced, Manuel Castells]
Generated description
Manuel Castells is a Spanish sociologist renowned for his influential work on the network society, urban sociology, and the social implications of information and communication technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manuel Castells Target entity description: Manuel Castells is a Spanish sociologist renowned for his influential work on the network society, urban sociology, and the social implications of information and communication technologies.
-
A.
Howard Rheingold
Howard Rheingold is an American writer, critic, and educator best known for his pioneering work on virtual communities, digital culture, and the social implications of new media technologies.
-
B.
Yochai Benkler
Yochai Benkler is a legal scholar and theorist known for his work on commons-based peer production, open-source collaboration, and the political economy of the digital age.
-
C.
Nicholas Negroponte
Nicholas Negroponte is an American architect and technology visionary best known as the founding director of the MIT Media Lab and a prominent advocate for the digital revolution.
-
D.
John Seely Brown
John Seely Brown is an American researcher and former chief scientist at Xerox PARC known for his influential work on organizational learning, innovation, and the social dimensions of technology.
-
E.
Bob Meyrowitz
Bob Meyrowitz is an American media executive best known for creating and launching the Ultimate Fighting Championship (UFC), which helped popularize modern mixed martial arts.
- 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_69d100ddec0c8190854fb5db36e840db |
completed | April 4, 2026, 12:15 p.m. |
| NEDg | Description generation | batch_69d1018738ec819098ccb9b7d37bb967 |
completed | April 4, 2026, 12:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1024cfedc81908a97b5fe4970719a |
completed | April 4, 2026, 12:21 p.m. |
Created at: March 30, 2026, 7:44 p.m.