Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004604

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004789

distance 0.178

#2 · Dharashivcell 4880004974

distance 0.18

#3 · Washimcell 4990001460

distance 0.185 · cross-district

#4 · Ahmednagarcell 4660006561

distance 0.189 · cross-district

#5 · Dharashivcell 4880003295

distance 0.19

#6 · Dharashivcell 4880004984

distance 0.196

#7 · Washimcell 4990001551

distance 0.197 · cross-district

#8 · Dharashivcell 4880005534

distance 0.203

#9 · Dharashivcell 4880005258

distance 0.206

#10 · Dharashivcell 4880004595

distance 0.207

#11 · Dharashivcell 4880002589

distance 0.213

#12 · Ahmednagarcell 4660007407

distance 0.219 · cross-district

#13 · Beedcell 4700007563

distance 0.22 · cross-district

#14 · Washimcell 4990002100

distance 0.22 · cross-district

#15 · Sanglicell 4930005791

distance 0.22 · cross-district

#16 · Laturcell 4810001350

distance 0.221 · cross-district

#17 · Parbhanicell 4890000750

distance 0.222 · cross-district

#18 · Ahmednagarcell 4660007853

distance 0.222 · 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":4880004604}}}'

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.