Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003889

The MH-36 locality cells most similar to this Sangli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000087

distance 0.264 · cross-district

#2 · Sanglicell 4930003199

distance 0.282

#3 · Sataracell 4940000325

distance 0.294 · cross-district

#4 · Sataracell 4940001067

distance 0.303 · cross-district

#5 · Sataracell 4940000485

distance 0.305 · cross-district

#6 · Sanglicell 4930004195

distance 0.314

#7 · Sanglicell 4930003881

distance 0.319

#8 · Sataracell 4940000323

distance 0.326 · cross-district

#9 · Sataracell 4940000546

distance 0.328 · cross-district

#10 · Sataracell 4940000605

distance 0.335 · cross-district

#11 · Sataracell 4940000086

distance 0.343 · cross-district

#12 · Sataracell 4940001182

distance 0.346 · cross-district

#13 · Sanglicell 4930003547

distance 0.35

#14 · Sataracell 4940000116

distance 0.352 · cross-district

#15 · Sataracell 4940001066

distance 0.353 · cross-district

#16 · Sanglicell 4930004495

distance 0.364

#17 · Sataracell 4940001242

distance 0.382 · cross-district

#18 · Sataracell 4940000428

distance 0.387 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":493,"cluster_id":4930003889}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.