Triple
T20248264
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | McLaughlin |
E498480
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Michael McLaughlin (politician and activist, various)
Michael McLaughlin is a political figure and activist known for his involvement in various social and civic causes.
|
E1421127
|
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: Michael McLaughlin (politician and activist, various) | Statement: [McLaughlin, hasNotableBearer, Michael McLaughlin (politician and activist, various)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael McLaughlin (politician and activist, various) Context triple: [McLaughlin, hasNotableBearer, Michael McLaughlin (politician and activist, various)]
-
A.
Kevin McLaughlin
Kevin McLaughlin is a literary scholar and translator known for his English translation of Walter Benjamin’s "The Arcades Project."
-
B.
Christian McLaughlin
Christian McLaughlin is a television producer and writer known for his work on various comedy and genre projects, including the film "The Invisible Woman."
-
C.
Steve McKenna
Steve McKenna is a key character in the action thriller film "The Mechanic," serving as the impulsive and vengeful protégé of a seasoned hitman.
-
D.
Rob McLaughlin
Rob McLaughlin is the young rancher’s son and central protagonist of the novel and film "Flicka," whose bond with a wild horse drives the story’s coming-of-age themes.
-
E.
James McMenamin
James McMenamin is an American actor known for his supporting roles in film and television, including appearances in projects like the crime drama "I'm Your Woman."
- 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: Michael McLaughlin (politician and activist, various) Triple: [McLaughlin, hasNotableBearer, Michael McLaughlin (politician and activist, various)]
Generated description
Michael McLaughlin is a political figure and activist known for his involvement in various social and civic causes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael McLaughlin (politician and activist, various) Target entity description: Michael McLaughlin is a political figure and activist known for his involvement in various social and civic causes.
-
A.
Kevin McLaughlin
Kevin McLaughlin is a literary scholar and translator known for his English translation of Walter Benjamin’s "The Arcades Project."
-
B.
Christian McLaughlin
Christian McLaughlin is a television producer and writer known for his work on various comedy and genre projects, including the film "The Invisible Woman."
-
C.
Steve McKenna
Steve McKenna is a key character in the action thriller film "The Mechanic," serving as the impulsive and vengeful protégé of a seasoned hitman.
-
D.
Rob McLaughlin
Rob McLaughlin is the young rancher’s son and central protagonist of the novel and film "Flicka," whose bond with a wild horse drives the story’s coming-of-age themes.
-
E.
James McMenamin
James McMenamin is an American actor known for his supporting roles in film and television, including appearances in projects like the crime drama "I'm Your Woman."
- 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_69da6274c58c81909c646eabed6f4f30 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e673a5ce4081908dff86ed4c613fd6 |
completed | April 20, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08552409988190978640c4190dccd3 |
completed | May 16, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_6a0856ac50e081909c8bc737e4fe6e56 |
completed | May 16, 2026, 11:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a085746f2f08190a703a832f5867c7b |
completed | May 16, 2026, 11:38 a.m. |
Created at: April 11, 2026, 11:40 p.m.