Triple
T11823799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lister |
E281205
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Timothy Lister
Timothy Lister is a software engineer and consultant best known as the co-author of the influential book "Peopleware," which focuses on the human and organizational aspects of software development.
|
E948407
|
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: Timothy Lister | Statement: [Lister, hasNotableBearer, Timothy Lister]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Timothy Lister Context triple: [Lister, hasNotableBearer, Timothy Lister]
-
A.
Timothy Alden
Timothy Alden was an early 19th-century American educator and clergyman best known for establishing Allegheny College in Pennsylvania.
-
B.
Timothy Arthur
Timothy Arthur, often known as T. S. Arthur, was a 19th-century American author and temperance advocate best known for his moralistic tales such as "Ten Nights in a Bar-Room and What I Saw There."
-
C.
Tim Sutherland
Tim Sutherland is a notable individual who shares the Sutherland surname and has achieved sufficient recognition to be specifically cited as a prominent bearer of the name.
-
D.
Timothy Shelley
Timothy Shelley was an English baronet and Member of Parliament best known as the father of Romantic poet Percy Bysshe Shelley.
-
E.
Timothy Christian Riley
Timothy Christian Riley is an American drummer, keyboardist, and producer best known as a member of the R&B group Tony! Toni! Toné!.
- 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: Timothy Lister Triple: [Lister, hasNotableBearer, Timothy Lister]
Generated description
Timothy Lister is a software engineer and consultant best known as the co-author of the influential book "Peopleware," which focuses on the human and organizational aspects of software development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Timothy Lister Target entity description: Timothy Lister is a software engineer and consultant best known as the co-author of the influential book "Peopleware," which focuses on the human and organizational aspects of software development.
-
A.
Timothy Alden
Timothy Alden was an early 19th-century American educator and clergyman best known for establishing Allegheny College in Pennsylvania.
-
B.
Timothy Arthur
Timothy Arthur, often known as T. S. Arthur, was a 19th-century American author and temperance advocate best known for his moralistic tales such as "Ten Nights in a Bar-Room and What I Saw There."
-
C.
Tim Sutherland
Tim Sutherland is a notable individual who shares the Sutherland surname and has achieved sufficient recognition to be specifically cited as a prominent bearer of the name.
-
D.
Timothy Shelley
Timothy Shelley was an English baronet and Member of Parliament best known as the father of Romantic poet Percy Bysshe Shelley.
-
E.
Timothy Christian Riley
Timothy Christian Riley is an American drummer, keyboardist, and producer best known as a member of the R&B group Tony! Toni! Toné!.
- 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_69d6ab276f8c8190b1966a0ef11349ac |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5e9c50481909b2287a0b23d2094 |
completed | April 10, 2026, 7:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f131f4e2ec8190a78c101e17eaa5c0 |
completed | April 28, 2026, 10:17 p.m. |
| NEDg | Description generation | batch_69f14e8a1b788190a1704d6e102342e3 |
completed | April 29, 2026, 12:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f15715a1588190ba0ec21647adc57c |
completed | April 29, 2026, 12:55 a.m. |
Created at: April 8, 2026, 9:42 p.m.