Triple
T15960584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabanatuan, Nueva Ecija, Philippines |
E387047
|
entity |
| Predicate | raidAtCabanatuanParticipants |
P100069
|
FINISHED |
| Object | United States Army Rangers |
E704
|
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: United States Army Rangers | Statement: [Cabanatuan, Nueva Ecija, Philippines, raidAtCabanatuanParticipants, United States Army Rangers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Army Rangers Context triple: [Cabanatuan, Nueva Ecija, Philippines, raidAtCabanatuanParticipants, United States Army Rangers]
-
A.
United States Army Rangers
chosen
The United States Army Rangers are an elite light infantry special operations force of the U.S. Army known for rapid deployment, direct action raids, and specialized combat missions.
-
B.
Green Berets
The Green Berets are the U.S. Army’s elite Special Forces unit, specializing in unconventional warfare, foreign internal defense, and special reconnaissance missions worldwide.
-
C.
MARSOC Raiders
MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
-
D.
United States Special Forces
The United States Special Forces are elite U.S. Army units specializing in unconventional warfare, counterterrorism, foreign internal defense, and special reconnaissance missions worldwide.
-
E.
Army Ranger Company
The Army Ranger Company is an elite Norwegian Army special operations unit trained for high-risk reconnaissance, direct action, and unconventional warfare in challenging environments.
- 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: raidAtCabanatuanParticipants Context triple: [Cabanatuan, Nueva Ecija, Philippines, raidAtCabanatuanParticipants, United States Army Rangers]
-
A.
associatedRaid
chosen
Indicates a relationship where one entity is linked to or involved with a particular raid event or operation.
-
B.
raidedRegion
Indicates that an agent carried out a raid targeting or occurring within a specified region.
-
C.
raidID
Indicates a unique identifier that associates entities with a specific raid event or operation.
-
D.
captivesTaken
Indicates that one entity has taken another entity or group into captivity, holding them against their will.
-
E.
numberOfParticipants
Indicates the total count of entities involved in a particular event, activity, or relationship.
- 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_69d86da882448190a82ea962fe343b79 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e173b3bf6c81909230170e833d7ce7 |
completed | April 16, 2026, 11:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffbe827d248190adbfd41f55638ebd |
completed | May 9, 2026, 11:08 p.m. |
| PD | Predicate disambiguation | batch_69e142d6fb588190b4176eab4bbae774 |
completed | April 16, 2026, 8:13 p.m. |
Created at: April 10, 2026, 4:53 a.m.