Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660009621

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001309

distance 0.186 · cross-district

#2 · Ahmednagarcell 4660009619

distance 0.188

#3 · Ahmednagarcell 4660011598

distance 0.2

#4 · Ahmednagarcell 4660009955

distance 0.21

#5 · Ahmednagarcell 4660009972

distance 0.212

#6 · Ahmednagarcell 4660009971

distance 0.213

#7 · Ahmednagarcell 4660009463

distance 0.222

#8 · Parbhanicell 4890001592

distance 0.237 · cross-district

#9 · Ahmednagarcell 4660008934

distance 0.237

#10 · Ahmednagarcell 4660009466

distance 0.24

#11 · Ahmednagarcell 4660009295

distance 0.244

#12 · Ahmednagarcell 4660009804

distance 0.245

#13 · Beedcell 4700008127

distance 0.247 · cross-district

#14 · Ahmednagarcell 4660006304

distance 0.251

#15 · Parbhanicell 4890001606

distance 0.251 · cross-district

#16 · Beedcell 4700007659

distance 0.252 · cross-district

#17 · Ahmednagarcell 4660009105

distance 0.254

#18 · Parbhanicell 4890001528

distance 0.256 · 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":4660009621}}}'

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.