Triple
T16614017
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matthew O. Jackson |
E403646
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Human Network
The Human Network is a book by economist Matthew O. Jackson that explores how social networks shape human behavior, economic outcomes, and societal dynamics.
|
E1223594
|
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: The Human Network | Statement: [Matthew O. Jackson, notableWork, The Human Network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Human Network Context triple: [Matthew O. Jackson, notableWork, The Human Network]
-
A.
The Network
The Network is an organization or collective with which Balducci is professionally or formally associated.
-
B.
The Network
The Network is a mysterious, satirical new wave/punk side project band believed to feature Green Day members, including Billie Joe Armstrong, performing under disguises and pseudonyms.
-
C.
The Network
The Network is a powerful, clandestine organization in the Utopia universe that orchestrates widespread control and manipulation from behind the scenes.
-
D.
The National Network
The National Network was a U.S. cable television channel that served as a transitional brand between The Nashville Network and what later became Spike and then Paramount Network.
-
E.
Islands in the Net
Islands in the Net is a 1988 cyberpunk science fiction novel by Bruce Sterling that explores global networks, corporate power, and political upheaval in a near-future world.
- 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: The Human Network Triple: [Matthew O. Jackson, notableWork, The Human Network]
Generated description
The Human Network is a book by economist Matthew O. Jackson that explores how social networks shape human behavior, economic outcomes, and societal dynamics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Human Network Target entity description: The Human Network is a book by economist Matthew O. Jackson that explores how social networks shape human behavior, economic outcomes, and societal dynamics.
-
A.
The Network
The Network is an organization or collective with which Balducci is professionally or formally associated.
-
B.
The Network
The Network is a mysterious, satirical new wave/punk side project band believed to feature Green Day members, including Billie Joe Armstrong, performing under disguises and pseudonyms.
-
C.
The Network
The Network is a powerful, clandestine organization in the Utopia universe that orchestrates widespread control and manipulation from behind the scenes.
-
D.
The National Network
The National Network was a U.S. cable television channel that served as a transitional brand between The Nashville Network and what later became Spike and then Paramount Network.
-
E.
Islands in the Net
Islands in the Net is a 1988 cyberpunk science fiction novel by Bruce Sterling that explores global networks, corporate power, and political upheaval in a near-future world.
- 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_69d883897eb481909eaaa088ba9918d9 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e360983d2c8190b1fe7f18aedfbde1 |
completed | April 18, 2026, 10:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0075aeaa9881908bdef0f9f2b52e60 |
completed | May 10, 2026, 12:10 p.m. |
| NEDg | Description generation | batch_6a007705f57881908b07a20ae8957c64 |
completed | May 10, 2026, 12:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007b18f0b08190a9ddc6ad7358d6b8 |
completed | May 10, 2026, 12:33 p.m. |
Created at: April 10, 2026, 5:17 a.m.