Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660004521

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004194

distance 0.156

#2 · Ahmednagarcell 4660003894

distance 0.181

#3 · Sataracell 4940008873

distance 0.189 · cross-district

#4 · Ahmednagarcell 4660004608

distance 0.206

#5 · Sataracell 4940008498

distance 0.209 · cross-district

#6 · Sataracell 4940008499

distance 0.217 · cross-district

#7 · Ahmednagarcell 4660004177

distance 0.225

#8 · Sataracell 4940003368

distance 0.226 · cross-district

#9 · Sataracell 4940008402

distance 0.231 · cross-district

#10 · Ahmednagarcell 4660004271

distance 0.232

#11 · Sataracell 4940008661

distance 0.235 · cross-district

#12 · Sataracell 4940008620

distance 0.236 · cross-district

#13 · Ahmednagarcell 4660005936

distance 0.238

#14 · Sataracell 4940008579

distance 0.239 · cross-district

#15 · Ahmednagarcell 4660003436

distance 0.239

#16 · Solapurcell 4960008579

distance 0.241 · cross-district

#17 · Sataracell 4940008408

distance 0.241 · cross-district

#18 · Ahmednagarcell 4660005233

distance 0.242

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":4660004521}}}'

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.