Triple
T12553199
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark Helfrich |
E300145
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Gail Helfrich
Gail Helfrich is known as the wife of American football coach Mark Helfrich, who notably served as head coach of the University of Oregon Ducks.
|
E1007390
|
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: Gail Helfrich | Statement: [Mark Helfrich, spouse, Gail Helfrich]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gail Helfrich Context triple: [Mark Helfrich, spouse, Gail Helfrich]
-
A.
Kathryn P. Hire
Kathryn P. Hire is a retired U.S. Navy captain and NASA astronaut who flew on two Space Shuttle missions, contributing to microgravity and Earth-observation research.
-
B.
Gail Dwyer
Gail Dwyer is a central comedic character in the 1995 romantic comedy film "Nine Months," portrayed as the pregnant partner whose unexpected news upends her boyfriend's carefree life.
-
C.
Janice E. Voss
Janice E. Voss was an American NASA astronaut and engineer who flew on five Space Shuttle missions and contributed significantly to spaceborne scientific research and technology.
-
D.
Linda McDonough
Linda McDonough is a film producer best known for her work on the science fiction movie adaptation of "Ender's Game."
-
E.
Pam Koffler
Pam Koffler is an American film producer and co-founder of the independent production company Killer Films, known for acclaimed art-house and LGBTQ-themed cinema.
- 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: Gail Helfrich Triple: [Mark Helfrich, spouse, Gail Helfrich]
Generated description
Gail Helfrich is known as the wife of American football coach Mark Helfrich, who notably served as head coach of the University of Oregon Ducks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gail Helfrich Target entity description: Gail Helfrich is known as the wife of American football coach Mark Helfrich, who notably served as head coach of the University of Oregon Ducks.
-
A.
Kathryn P. Hire
Kathryn P. Hire is a retired U.S. Navy captain and NASA astronaut who flew on two Space Shuttle missions, contributing to microgravity and Earth-observation research.
-
B.
Gail Dwyer
Gail Dwyer is a central comedic character in the 1995 romantic comedy film "Nine Months," portrayed as the pregnant partner whose unexpected news upends her boyfriend's carefree life.
-
C.
Janice E. Voss
Janice E. Voss was an American NASA astronaut and engineer who flew on five Space Shuttle missions and contributed significantly to spaceborne scientific research and technology.
-
D.
Linda McDonough
Linda McDonough is a film producer best known for her work on the science fiction movie adaptation of "Ender's Game."
-
E.
Pam Koffler
Pam Koffler is an American film producer and co-founder of the independent production company Killer Films, known for acclaimed art-house and LGBTQ-themed cinema.
- 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_69d6ada707008190aaec1238117c9379 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9548444d081908f00cea1ce7032c7 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f69b847de481908163d59cc939e132 |
completed | May 3, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69f69c69bb608190a3fb27227cd742b1 |
completed | May 3, 2026, 12:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69d4ef7988190890f8a62280aa673 |
completed | May 3, 2026, 12:56 a.m. |
Created at: April 8, 2026, 9:58 p.m.