Triple
T4553986
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dancing with the Stars (U.S. season 8) |
E120437
|
entity |
| Predicate | thirdPlace |
P12516
|
FINISHED |
| Object |
Melissa Rycroft
Melissa Rycroft is an American television personality and former Dallas Cowboys Cheerleader best known for her appearances on reality shows such as The Bachelor and Dancing with the Stars.
|
E525447
|
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: Melissa Rycroft | Statement: [Dancing with the Stars (U.S. season 8), thirdPlace, Melissa Rycroft]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melissa Rycroft Context triple: [Dancing with the Stars (U.S. season 8), thirdPlace, Melissa Rycroft]
-
A.
Melissa Parmenter
Melissa Parmenter is a British composer and producer known for her film scores and frequent collaborations with director Michael Winterbottom.
-
B.
Melissa Mathison
Melissa Mathison was an American screenwriter best known for writing the screenplay for Steven Spielberg’s film "E.T. the Extra-Terrestrial."
-
C.
Melissa Thomas
Melissa Thomas is known as the wife of American screenwriter and director David Koepp.
-
D.
Melanie Sorich
Melanie Sorich is the wife of American character actor Clint Howard.
-
E.
Melissa Agretti
Melissa Agretti is a central, scheming heiress character from the 1980s American prime-time soap opera "Falcon Crest."
- 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: Melissa Rycroft Triple: [Dancing with the Stars (U.S. season 8), thirdPlace, Melissa Rycroft]
Generated description
Melissa Rycroft is an American television personality and former Dallas Cowboys Cheerleader best known for her appearances on reality shows such as The Bachelor and Dancing with the Stars.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Melissa Rycroft Target entity description: Melissa Rycroft is an American television personality and former Dallas Cowboys Cheerleader best known for her appearances on reality shows such as The Bachelor and Dancing with the Stars.
-
A.
Melissa Parmenter
Melissa Parmenter is a British composer and producer known for her film scores and frequent collaborations with director Michael Winterbottom.
-
B.
Melissa Mathison
Melissa Mathison was an American screenwriter best known for writing the screenplay for Steven Spielberg’s film "E.T. the Extra-Terrestrial."
-
C.
Melissa Thomas
Melissa Thomas is known as the wife of American screenwriter and director David Koepp.
-
D.
Melanie Sorich
Melanie Sorich is the wife of American character actor Clint Howard.
-
E.
Melissa Agretti
Melissa Agretti is a central, scheming heiress character from the 1980s American prime-time soap opera "Falcon Crest."
- 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_69bd4636f1648190a701445c2fcd9c17 |
completed | March 20, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69bd58127ed08190a04962a43afb888b |
completed | March 20, 2026, 2:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf8bbef34c8190ae4b22a94e1cf91a |
completed | March 22, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69bf8daadc44819098c353390d06f540 |
completed | March 22, 2026, 6:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf8e5765188190952e26e42b288531 |
completed | March 22, 2026, 6:38 a.m. |
Created at: March 20, 2026, 1:09 p.m.