Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880006459

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

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006307

distance 0.184

#2 · Beedcell 4700002657

distance 0.199 · cross-district

#3 · Dharashivcell 4880004575

distance 0.23

#4 · Beedcell 4700002164

distance 0.235 · cross-district

#5 · Beedcell 4700001103

distance 0.236 · cross-district

#6 · Dharashivcell 4880006456

distance 0.238

#7 · Ahmednagarcell 4660002525

distance 0.238 · cross-district

#8 · Beedcell 4700002321

distance 0.239 · cross-district

#9 · Beedcell 4700002487

distance 0.24 · cross-district

#10 · Beedcell 4700002157

distance 0.245 · cross-district

#11 · Beedcell 4700001997

distance 0.246 · cross-district

#12 · Ahmednagarcell 4660003133

distance 0.251 · cross-district

#13 · Ahmednagarcell 4660006948

distance 0.258 · cross-district

#14 · Ahmednagarcell 4660002334

distance 0.258 · cross-district

#15 · Dharashivcell 4880006455

distance 0.258

#16 · Beedcell 4700002156

distance 0.26 · cross-district

#17 · Ahmednagarcell 4660002416

distance 0.265 · cross-district

#18 · Dharashivcell 4880006443

distance 0.266

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":4880006459}}}'

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.