Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004021

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.297

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005205

distance 0.297 · cross-district

#2 · Buldhanacell 4720004831

distance 0.307 · cross-district

#3 · Sataracell 4940006481

distance 0.308 · cross-district

#4 · Kolhapurcell 4800002835

distance 0.312 · cross-district

#5 · Sataracell 4940005210

distance 0.313 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690003973

distance 0.317 · cross-district

#7 · Sataracell 4940004588

distance 0.318 · cross-district

#8 · Kolhapurcell 4800002958

distance 0.32 · cross-district

#9 · Sataracell 4940005828

distance 0.326 · cross-district

#10 · Kolhapurcell 4800003417

distance 0.328 · cross-district

#11 · Dharashivcell 4880002204

distance 0.329 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003393

distance 0.329 · cross-district

#13 · Sataracell 4940004957

distance 0.333 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003024

distance 0.336 · cross-district

#15 · Kolhapurcell 4800004709

distance 0.337 · cross-district

#16 · Solapurcell 4960004597

distance 0.338 · cross-district

#17 · Sataracell 4940004952

distance 0.34 · cross-district

#18 · Sanglicell 4930004098

distance 0.34

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":4930004021}}}'

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.