Triple
T14890543
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charu C. Aggarwal |
E359742
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Social Network Data Analytics
Social Network Data Analytics is a comprehensive work that explores methods and algorithms for analyzing, mining, and understanding patterns in social network data.
|
E1125807
|
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: Social Network Data Analytics | Statement: [Charu C. Aggarwal, notableWork, Social Network Data Analytics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Network Data Analytics Context triple: [Charu C. Aggarwal, notableWork, Social Network Data Analytics]
-
A.
Building Social Business
"Building Social Business" is a book by Nobel laureate Muhammad Yunus that outlines the concept and practice of businesses designed primarily to solve social problems rather than maximize profit.
-
B.
Social Statics
Social Statics is a foundational 1851 philosophical work by Herbert Spencer that outlines his views on individual liberty, natural rights, and the evolution of society.
-
C.
Complex Networks
Complex Networks is a scientific conference focused on the study and analysis of complex network structures and dynamics across disciplines such as physics, computer science, and social sciences.
-
D.
Social Capital
Social Capital is a venture capital firm and investment company founded by Chamath Palihapitiya, known for backing technology startups and sponsoring high-profile SPACs.
-
E.
Wharton Customer Analytics
Wharton Customer Analytics is a research and education center at the Wharton School focused on advancing data-driven customer analytics through academic-industry collaboration.
- 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: Social Network Data Analytics Triple: [Charu C. Aggarwal, notableWork, Social Network Data Analytics]
Generated description
Social Network Data Analytics is a comprehensive work that explores methods and algorithms for analyzing, mining, and understanding patterns in social network data.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Social Network Data Analytics Target entity description: Social Network Data Analytics is a comprehensive work that explores methods and algorithms for analyzing, mining, and understanding patterns in social network data.
-
A.
Building Social Business
"Building Social Business" is a book by Nobel laureate Muhammad Yunus that outlines the concept and practice of businesses designed primarily to solve social problems rather than maximize profit.
-
B.
Social Statics
Social Statics is a foundational 1851 philosophical work by Herbert Spencer that outlines his views on individual liberty, natural rights, and the evolution of society.
-
C.
Complex Networks
Complex Networks is a scientific conference focused on the study and analysis of complex network structures and dynamics across disciplines such as physics, computer science, and social sciences.
-
D.
Social Capital
Social Capital is a venture capital firm and investment company founded by Chamath Palihapitiya, known for backing technology startups and sponsoring high-profile SPACs.
-
E.
Wharton Customer Analytics
Wharton Customer Analytics is a research and education center at the Wharton School focused on advancing data-driven customer analytics through academic-industry collaboration.
- 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_69d827980cbc8190a0c569ae3940a1d9 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69ded5f883288190af602633fa7d6860 |
completed | April 15, 2026, 12:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe6b61407481908a618d14c56d2abf |
completed | May 8, 2026, 11:01 p.m. |
| NEDg | Description generation | batch_69fe6e21bdf481908dba4b745ed4be65 |
completed | May 8, 2026, 11:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6ee69860819096a2448ab813dc1d |
completed | May 8, 2026, 11:16 p.m. |
Created at: April 10, 2026, 2:10 a.m.