Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660012433

The MH-36 locality cells most similar to this Ahmednagar 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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660010665

distance 0.134

#2 · Ahmednagarcell 4660012435

distance 0.175

#3 · Ahmednagarcell 4660010666

distance 0.185

#4 · Ahmednagarcell 4660012436

distance 0.192

#5 · Ahmednagarcell 4660012281

distance 0.221

#6 · Sataracell 4940008366

distance 0.245 · cross-district

#7 · Ahmednagarcell 4660012432

distance 0.247

#8 · Ahmednagarcell 4660010501

distance 0.251

#9 · Ahmednagarcell 4660008987

distance 0.252

#10 · Ahmednagarcell 4660013306

distance 0.257

#11 · Nashikcell 4870000216

distance 0.262 · cross-district

#12 · Sataracell 4940006911

distance 0.266 · cross-district

#13 · Sataracell 4940007773

distance 0.268 · cross-district

#14 · Sataracell 4940008374

distance 0.274 · cross-district

#15 · Punecell 4900013275

distance 0.277 · cross-district

#16 · Sataracell 4940007234

distance 0.278 · cross-district

#17 · Nashikcell 4870000586

distance 0.282 · cross-district

#18 · Sataracell 4940006803

distance 0.285 · 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":466,"cluster_id":4660012433}}}'

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.