Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005348

The MH-36 locality cells most similar to this Dharashiv 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

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004852

distance 0.128

#2 · Dharashivcell 4880004748

distance 0.132

#3 · Dharashivcell 4880006216

distance 0.162

#4 · Ahmednagarcell 4660002611

distance 0.164 · cross-district

#5 · Dharashivcell 4880004498

distance 0.165

#6 · Dharashivcell 4880004665

distance 0.17

#7 · Dharashivcell 4880004866

distance 0.175

#8 · Dharashivcell 4880004865

distance 0.176

#9 · Ahmednagarcell 4660002519

distance 0.18 · cross-district

#10 · Dharashivcell 4880005425

distance 0.182

#11 · Beedcell 4700003365

distance 0.182 · cross-district

#12 · Dharashivcell 4880005709

distance 0.183

#13 · Dharashivcell 4880006266

distance 0.184

#14 · Dharashivcell 4880004321

distance 0.184

#15 · Dharashivcell 4880005622

distance 0.185

#16 · Ahmednagarcell 4660001314

distance 0.186 · cross-district

#17 · Dharashivcell 4880004963

distance 0.187

#18 · Ahmednagarcell 4660001411

distance 0.187 · 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":488,"cluster_id":4880005348}}}'

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.