Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940008697

The MH-36 locality cells most similar to this Satara 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008759

distance 0.15

#2 · Sataracell 4940008756

distance 0.167

#3 · Sataracell 4940008904

distance 0.191

#4 · Sataracell 4940008885

distance 0.191

#5 · Sataracell 4940006913

distance 0.197

#6 · Sataracell 4940007017

distance 0.199

#7 · Sataracell 4940008387

distance 0.2

#8 · Sataracell 4940008844

distance 0.201

#9 · Sataracell 4940007338

distance 0.211

#10 · Ahmednagarcell 4660008990

distance 0.212 · cross-district

#11 · Sataracell 4940006941

distance 0.214

#12 · Punecell 4900012706

distance 0.215 · cross-district

#13 · Sataracell 4940008479

distance 0.216

#14 · Sataracell 4940007442

distance 0.218

#15 · Ahmednagarcell 4660007135

distance 0.219 · cross-district

#16 · Punecell 4900002279

distance 0.219 · cross-district

#17 · Sataracell 4940007861

distance 0.223

#18 · Punecell 4900003173

distance 0.223 · 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":494,"cluster_id":4940008697}}}'

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.