Triple
T18600937
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Startup.com |
E454616
|
entity |
| Predicate | follows |
P134
|
FINISHED |
| Object |
Tom Herman
Tom Herman is an entrepreneur and business figure known in startup circles, including for his association with the documentary-featured company Startup.com.
|
E1333506
|
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: Tom Herman | Statement: [Startup.com, follows, Tom Herman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tom Herman Context triple: [Startup.com, follows, Tom Herman]
-
A.
Hugh Freeze
Hugh Freeze is an American football coach best known for his tenure as a college head coach at programs like Ole Miss and Auburn, recognized for his offensive expertise and up-tempo schemes.
-
B.
Kevin Sumlin
Kevin Sumlin is an American football coach best known for his successful tenure as head coach at Texas A&M University, where he led high-powered offenses and coached Heisman Trophy winner Johnny Manziel.
-
C.
Evan Farrell
Evan Farrell was an American bassist best known for his work with the indie rock band Rogue Wave before his untimely death in 2007.
-
D.
Steve Twellman
Steve Twellman is a former American soccer player known for his collegiate and professional career and as a member of the Twellman soccer family.
-
E.
John Bettis
John Bettis is an American lyricist and songwriter known for penning numerous pop and television theme songs, including hits for artists like The Carpenters and Michael Jackson.
- 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: Tom Herman Triple: [Startup.com, follows, Tom Herman]
Generated description
Tom Herman is an entrepreneur and business figure known in startup circles, including for his association with the documentary-featured company Startup.com.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tom Herman Target entity description: Tom Herman is an entrepreneur and business figure known in startup circles, including for his association with the documentary-featured company Startup.com.
-
A.
Hugh Freeze
Hugh Freeze is an American football coach best known for his tenure as a college head coach at programs like Ole Miss and Auburn, recognized for his offensive expertise and up-tempo schemes.
-
B.
Kevin Sumlin
Kevin Sumlin is an American football coach best known for his successful tenure as head coach at Texas A&M University, where he led high-powered offenses and coached Heisman Trophy winner Johnny Manziel.
-
C.
Evan Farrell
Evan Farrell was an American bassist best known for his work with the indie rock band Rogue Wave before his untimely death in 2007.
-
D.
Steve Twellman
Steve Twellman is a former American soccer player known for his collegiate and professional career and as a member of the Twellman soccer family.
-
E.
John Bettis
John Bettis is an American lyricist and songwriter known for penning numerous pop and television theme songs, including hits for artists like The Carpenters and Michael Jackson.
- 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_69d8d38ae7e081908a98df1251842402 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5475112608190acacc5ac7a08c4a0 |
completed | April 19, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a050381bacc81909f416e8b9910f046 |
completed | May 13, 2026, 11:04 p.m. |
| NEDg | Description generation | batch_6a0504ff8c6c8190a211b3f3e30229b4 |
completed | May 13, 2026, 11:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0505606bf88190afe635b2517d170b |
completed | May 13, 2026, 11:12 p.m. |
Created at: April 10, 2026, 11:45 a.m.