Triple
T4117361
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waco siege |
E90324
|
entity |
| Predicate | initialOperation |
P3267
|
FINISHED |
| Object | ATF raid on Branch Davidian compound |
E90324
|
NE FINISHED |
How this triple was built (3 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: ATF raid on Branch Davidian compound | Statement: [Waco siege, initialOperation, ATF raid on Branch Davidian compound]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ATF raid on Branch Davidian compound Context triple: [Waco siege, initialOperation, ATF raid on Branch Davidian compound]
-
A.
Waco siege
chosen
The Waco siege was a 1993 law enforcement standoff in Texas between U.S. federal agencies and the Branch Davidians religious sect that ended in a deadly fire and remains one of the most controversial operations in modern American policing.
-
B.
Ruby Ridge standoff
The Ruby Ridge standoff was a deadly 1992 confrontation in rural Idaho between Randy Weaver’s family and U.S. federal agents that became a major flashpoint in debates over government overreach and use of force.
-
C.
Occupation of the Bureau of Indian Affairs headquarters
The Occupation of the Bureau of Indian Affairs headquarters was a major 1972 Native American protest in Washington, D.C., in which activists seized the BIA offices to demand sovereignty, treaty rights, and reforms in federal Indian policy.
-
D.
North Hollywood shootout
The North Hollywood shootout was a 1997 armed confrontation in Los Angeles in which two heavily armed bank robbers engaged in a prolonged gun battle with police, prompting major changes in law enforcement weaponry and tactics.
-
E.
Oklahoma City bombing
The Oklahoma City bombing was a 1995 domestic terrorist truck bombing of the Alfred P. Murrah Federal Building that killed 168 people and remains one of the deadliest acts of terrorism in United States history.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: initialOperation Context triple: [Waco siege, initialOperation, ATF raid on Branch Davidian compound]
-
A.
initialOpening
Indicates the first or earliest instance in which something is opened, begun, or made accessible.
-
B.
operationStart
chosen
Indicates the point in time or event at which a specific operation or process begins.
-
C.
operationOf
Indicates that one entity is the function, activity, or process carried out by another entity (such as a system, device, or organization).
-
D.
inOperationFrom
Indicates that an entity (such as a facility, service, or system) is actively functioning or available starting from a specified point in time.
-
E.
initialReception
Indicates the nature or quality of the first response or reaction something receives when it is introduced or presented.
- F. None of above.
Provenance (4 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_69aed95c080881908125e30c5dcdc6f8 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af0246e40081908ad6741a830ca68e |
completed | March 9, 2026, 5:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b576abe02081908a1b0322758089bd |
completed | March 14, 2026, 2:54 p.m. |
| PD | Predicate disambiguation | batch_69af01867698819098e4144634b2ec4f |
completed | March 9, 2026, 5:21 p.m. |
Created at: March 9, 2026, 3:41 p.m.