Triple
T18806165
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Munchausen syndrome by proxy |
E459878
|
entity |
| Predicate | requiresInterventionFrom |
P43085
|
FINISHED |
| Object | child protective services |
—
|
NE NERFINISHED |
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: child protective services | Statement: [Munchausen syndrome by proxy, requiresInterventionFrom, child protective services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: child protective services Context triple: [Munchausen syndrome by proxy, requiresInterventionFrom, child protective services]
-
A.
Child Welfare Services
Child Welfare Services is a U.S. government program that protects vulnerable children by investigating abuse and neglect, supporting families, and providing foster care and adoption services.
-
B.
Child Protection Division
The Child Protection Division is a specialized unit of the Circuit Court of Cook County that handles cases involving child abuse, neglect, and the welfare of minors.
-
C.
Child and Youth Services
Child and Youth Services is a U.S. Army program at West Point that provides childcare, youth programs, and family support services for military children and teens.
-
D.
DCFS
DCFS is the Illinois state agency responsible for protecting children from abuse and neglect and overseeing child welfare and foster care services.
-
E.
Children and Family Services Division
The Children and Family Services Division is a unit within California’s state social services system that oversees child welfare programs, including child protection, foster care, and adoption services.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: child protective services Target entity description: Child protective services is a government agency responsible for investigating allegations of child abuse and neglect and ensuring the safety and welfare of children.
-
A.
Child Welfare Services
Child Welfare Services is a U.S. government program that protects vulnerable children by investigating abuse and neglect, supporting families, and providing foster care and adoption services.
-
B.
Child Protection Division
The Child Protection Division is a specialized unit of the Circuit Court of Cook County that handles cases involving child abuse, neglect, and the welfare of minors.
-
C.
Child and Youth Services
Child and Youth Services is a U.S. Army program at West Point that provides childcare, youth programs, and family support services for military children and teens.
-
D.
DCFS
DCFS is the Illinois state agency responsible for protecting children from abuse and neglect and overseeing child welfare and foster care services.
-
E.
Children and Family Services Division
The Children and Family Services Division is a unit within California’s state social services system that oversees child welfare programs, including child protection, foster care, and adoption services.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: requiresInterventionFrom Context triple: [Munchausen syndrome by proxy, requiresInterventionFrom, child protective services]
-
A.
requiresCare
Indicates that one entity depends on another to provide care, attention, or maintenance for its proper functioning or well-being.
-
B.
requiresAssistanceFrom
chosen
Indicates that one entity depends on help, support, or intervention from another entity to perform an action or fulfill a need.
-
C.
usesIntervention
Indicates that one entity applies, employs, or relies on a specific intervention (such as a treatment, method, or strategy) in relation to another entity or context.
-
D.
requiresAssessmentBy
Indicates that one entity must be formally evaluated, reviewed, or judged by another specified entity before proceeding or being accepted.
-
E.
requiresAssessmentOf
Indicates that one entity necessitates an evaluation, review, or judgment to be performed on another entity before proceeding or fulfilling a condition.
- F. None of above.
Provenance (3 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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a3d7f8d08190a3e02fab6dc40bb5 |
completed | April 20, 2026, 3:56 a.m. |
| PD | Predicate disambiguation | batch_69e48d1b10ec8190985c6fb5766ff981 |
completed | April 19, 2026, 8:06 a.m. |
Created at: April 10, 2026, 11:53 a.m.