Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004596

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003451

distance 0.16

#2 · Dharashivcell 4880004592

distance 0.172

#3 · Beedcell 4700008128

distance 0.173 · cross-district

#4 · Dharashivcell 4880004681

distance 0.174

#5 · Laturcell 4810001146

distance 0.183 · cross-district

#6 · Washimcell 4990001916

distance 0.183 · cross-district

#7 · Dharashivcell 4880003512

distance 0.184

#8 · Washimcell 4990002006

distance 0.186 · cross-district

#9 · Dharashivcell 4880006067

distance 0.186

#10 · Dharashivcell 4880003058

distance 0.191

#11 · Ahmednagarcell 4660007076

distance 0.192 · cross-district

#12 · Dharashivcell 4880003009

distance 0.193

#13 · Beedcell 4700002636

distance 0.193 · cross-district

#14 · Beedcell 4700008055

distance 0.194 · cross-district

#15 · Nandedcell 4850001471

distance 0.194 · cross-district

#16 · Dharashivcell 4880005465

distance 0.196

#17 · Ahmednagarcell 4660006934

distance 0.197 · cross-district

#18 · Dharashivcell 4880005269

distance 0.198

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":4880004596}}}'

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.