Triple
T22050861
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dancing with the Stars (American season 30) |
E544877
|
entity |
| Predicate | contestant |
P46216
|
FINISHED |
| Object |
Matt James
Matt James is an American television personality and real estate broker best known as the first Black male lead of "The Bachelor."
|
E1517894
|
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: Matt James | Statement: [Dancing with the Stars (American season 30), contestant, Matt James]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matt James Context triple: [Dancing with the Stars (American season 30), contestant, Matt James]
-
A.
Josh James
Josh James is a New Zealand-born survival expert and outdoorsman known for his television work demonstrating bushcraft and wilderness living skills.
-
B.
Josh James
Josh James is an American entrepreneur best known as the co-founder and former CEO of web analytics company Omniture.
-
C.
Mark James
Mark James is an English professional golfer known for his successful European Tour career and Ryder Cup appearances.
-
D.
Mark James
Mark James is an American songwriter best known for penning enduring hits such as "Suspicious Minds" and "Always on My Mind."
-
E.
Charlie Matheson
Charlie Matheson is a central protagonist in the post-apocalyptic television series "Revolution," known for her determination and leadership as she navigates a world without electricity.
- 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: Matt James Triple: [Dancing with the Stars (American season 30), contestant, Matt James]
Generated description
Matt James is an American television personality and real estate broker best known as the first Black male lead of "The Bachelor."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matt James Target entity description: Matt James is an American television personality and real estate broker best known as the first Black male lead of "The Bachelor."
-
A.
Josh James
Josh James is a New Zealand-born survival expert and outdoorsman known for his television work demonstrating bushcraft and wilderness living skills.
-
B.
Josh James
Josh James is an American entrepreneur best known as the co-founder and former CEO of web analytics company Omniture.
-
C.
Mark James
Mark James is an English professional golfer known for his successful European Tour career and Ryder Cup appearances.
-
D.
Mark James
Mark James is an American songwriter best known for penning enduring hits such as "Suspicious Minds" and "Always on My Mind."
-
E.
Charlie Matheson
Charlie Matheson is a central protagonist in the post-apocalyptic television series "Revolution," known for her determination and leadership as she navigates a world without electricity.
- 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_69e11e32445c8190ab97089b48a130bb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1283386f081908b70df81f38a5b1c |
completed | April 28, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a878d1db481908687fc86efe0547e |
completed | May 18, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_6a0a88655b088190870c4ff9b6960c08 |
completed | May 18, 2026, 3:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a893b67f081909967ba88ce7922a0 |
completed | May 18, 2026, 3:36 a.m. |
Created at: April 16, 2026, 8:26 p.m.