Triple
T11758954
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hudson family murders |
E279602
|
entity |
| Predicate | hasRelationshipToPerpetrator |
P101216
|
FINISHED |
| Object |
William Balfour was estranged husband of Julia Hudson
William Balfour was the convicted perpetrator of the 2008 Hudson family murders in Chicago, in which members of singer and actress Jennifer Hudson’s family were killed.
|
E943680
|
NE FINISHED |
How this triple was built (5 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: William Balfour was estranged husband of Julia Hudson | Statement: [Hudson family murders, hasRelationshipToPerpetrator, William Balfour was estranged husband of Julia Hudson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: William Balfour was estranged husband of Julia Hudson Context triple: [Hudson family murders, hasRelationshipToPerpetrator, William Balfour was estranged husband of Julia Hudson]
-
A.
Julia Bingham (divorced)
Julia Bingham is the former wife of American screenwriter and director Aaron Sorkin.
-
B.
Isabel and Julian Bannerman
Isabel and Julian Bannerman are renowned British garden designers celebrated for their romantic, theatrical landscapes at prestigious estates and historic houses.
-
C.
Edward Baldwin
Edward Baldwin is a central astronaut character in the alternate-history science fiction television series "For All Mankind," depicting a reimagined space race and its personal and political consequences.
-
D.
Julia Willoughby Nason
Julia Willoughby Nason is a documentary filmmaker and producer known for creating socially conscious, true-crime and justice-focused series and films.
-
E.
Julia Bingham
Julia Bingham is an attorney known for her work in civil rights and as the wife of screenwriter and director Aaron Sorkin.
- 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: William Balfour was estranged husband of Julia Hudson Triple: [Hudson family murders, hasRelationshipToPerpetrator, William Balfour was estranged husband of Julia Hudson]
Generated description
William Balfour was the convicted perpetrator of the 2008 Hudson family murders in Chicago, in which members of singer and actress Jennifer Hudson’s family were killed.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: William Balfour was estranged husband of Julia Hudson Target entity description: William Balfour was the convicted perpetrator of the 2008 Hudson family murders in Chicago, in which members of singer and actress Jennifer Hudson’s family were killed.
-
A.
Julia Bingham (divorced)
Julia Bingham is the former wife of American screenwriter and director Aaron Sorkin.
-
B.
Isabel and Julian Bannerman
Isabel and Julian Bannerman are renowned British garden designers celebrated for their romantic, theatrical landscapes at prestigious estates and historic houses.
-
C.
Edward Baldwin
Edward Baldwin is a central astronaut character in the alternate-history science fiction television series "For All Mankind," depicting a reimagined space race and its personal and political consequences.
-
D.
Julia Willoughby Nason
Julia Willoughby Nason is a documentary filmmaker and producer known for creating socially conscious, true-crime and justice-focused series and films.
-
E.
Julia Bingham
Julia Bingham is an attorney known for her work in civil rights and as the wife of screenwriter and director Aaron Sorkin.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasRelationshipToPerpetrator Context triple: [Hudson family murders, hasRelationshipToPerpetrator, William Balfour was estranged husband of Julia Hudson]
-
A.
hasPerpetrators
Indicates that certain entities are responsible for carrying out, committing, or executing a particular act, event, or wrongdoing.
-
B.
perpetratorStatus
Indicates the role or condition of an individual in relation to committing or being responsible for a specific harmful or criminal act.
-
C.
hasPerpetratorOrigin
Indicates that the origin or source of a perpetrator (such as their nationality, place of birth, or background) is associated with a particular event, action, or crime.
-
D.
hasPerpetratorStatement
Indicates that a statement has been made by the perpetrator regarding the related event or action.
-
E.
usedByPerpetrators
Indicates that something (e.g., a tool, method, or resource) is employed or utilized by perpetrators in carrying out their actions.
- F. None of above. chosen
Provenance (7 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_69d6ab01038c819080714901502c84fc |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a5220f148190ae60d1941a579ab6 |
completed | April 10, 2026, 7:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f01a3dfd1081908221c8061931282b |
completed | April 28, 2026, 2:23 a.m. |
| NEDg | Description generation | batch_69f03196d1608190999c505e96ce6be7 |
completed | April 28, 2026, 4:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f05af9ce808190bc6c1ec2cb9903f9 |
completed | April 28, 2026, 7 a.m. |
| PD | Predicate disambiguation | batch_69d88a829fe481909cc5431de7d6058e |
completed | April 10, 2026, 5:28 a.m. |
| PDg | Predicate description generation | batch_69d890467a2481909ce6c669e739c8de |
completed | April 10, 2026, 5:53 a.m. |
Created at: April 8, 2026, 9:41 p.m.