Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000994

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001052

distance 0.121

#2 · Sataracell 4940001055

distance 0.193

#3 · Nashikcell 4870004837

distance 0.2 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690004169

distance 0.253 · cross-district

#5 · Akolacell 4670004643

distance 0.253 · cross-district

#6 · Akolacell 4670003246

distance 0.258 · cross-district

#7 · Buldhanacell 4720005079

distance 0.258 · cross-district

#8 · Sataracell 4940000988

distance 0.26

#9 · Sataracell 4940000934

distance 0.263

#10 · Nagpurcell 4840007104

distance 0.265 · cross-district

#11 · Hingolicell 4770003625

distance 0.269 · cross-district

#12 · Sataracell 4940000989

distance 0.272

#13 · Ahmednagarcell 4660004541

distance 0.272 · cross-district

#14 · Sanglicell 4930004274

distance 0.275 · cross-district

#15 · Buldhanacell 4720005005

distance 0.276 · cross-district

#16 · Jalgaoncell 4780005602

distance 0.276 · cross-district

#17 · Hingolicell 4770003569

distance 0.278 · cross-district

#18 · Nashikcell 4870002878

distance 0.286 · 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":4940000994}}}'

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.