Triple
T16781017
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harold Finch |
E407855
|
entity |
| Predicate | businessPartner |
P282
|
FINISHED |
| Object |
Nathan Ingram
Nathan Ingram is a wealthy software entrepreneur and philanthropist who co-created a secret mass-surveillance artificial intelligence system with Harold Finch in the TV series "Person of Interest."
|
E1234113
|
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: Nathan Ingram | Statement: [Harold Finch, businessPartner, Nathan Ingram]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nathan Ingram Context triple: [Harold Finch, businessPartner, Nathan Ingram]
-
A.
Nicholas Ball
Nicholas Ball is a British actor known for his work in film and television, including roles in crime dramas and thrillers.
-
B.
Nicholas Jenkins
Nicholas Jenkins is the reflective, observant protagonist and first-person chronicler of Anthony Powell’s multi-volume novel sequence "A Dance to the Music of Time."
-
C.
Nicholas Johnston
Nicholas Johnston is a friend of British Prime Minister Boris Johnson, after whom Johnson’s son Wilfred Lawrie Nicholas Johnson was partly named.
-
D.
Michael Tadross
Michael Tadross is an American film producer known for working on major Hollywood productions, including big-budget action and fantasy films.
-
E.
Nicholas Stokes
Nicholas Stokes is a fictional crime scene investigator from the television series "CSI: Crime Scene Investigation," known for his dedication, empathy, and hands-on forensic work.
- 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: Nathan Ingram Triple: [Harold Finch, businessPartner, Nathan Ingram]
Generated description
Nathan Ingram is a wealthy software entrepreneur and philanthropist who co-created a secret mass-surveillance artificial intelligence system with Harold Finch in the TV series "Person of Interest."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nathan Ingram Target entity description: Nathan Ingram is a wealthy software entrepreneur and philanthropist who co-created a secret mass-surveillance artificial intelligence system with Harold Finch in the TV series "Person of Interest."
-
A.
Nicholas Ball
Nicholas Ball is a British actor known for his work in film and television, including roles in crime dramas and thrillers.
-
B.
Nicholas Jenkins
Nicholas Jenkins is the reflective, observant protagonist and first-person chronicler of Anthony Powell’s multi-volume novel sequence "A Dance to the Music of Time."
-
C.
Nicholas Johnston
Nicholas Johnston is a friend of British Prime Minister Boris Johnson, after whom Johnson’s son Wilfred Lawrie Nicholas Johnson was partly named.
-
D.
Michael Tadross
Michael Tadross is an American film producer known for working on major Hollywood productions, including big-budget action and fantasy films.
-
E.
Nicholas Stokes
Nicholas Stokes is a fictional crime scene investigator from the television series "CSI: Crime Scene Investigation," known for his dedication, empathy, and hands-on forensic work.
- 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_69d8839270588190886720d9519bbf8f |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3b216726881908ddc9cdc772cd5e4 |
completed | April 18, 2026, 4:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00ab0300e48190ad088cd11098ca34 |
completed | May 10, 2026, 3:57 p.m. |
| NEDg | Description generation | batch_6a00aba5fb388190ab98a0c8ee50340b |
completed | May 10, 2026, 4 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00ac54a11c81909afe9244e9fe0656 |
completed | May 10, 2026, 4:03 p.m. |
Created at: April 10, 2026, 5:22 a.m.