Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002198

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.063

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880002123

distance 0.063

#2 · Solapurcell 4960008665

distance 0.095 · cross-district

#3 · Dharashivcell 4880002273

distance 0.097

#4 · Solapurcell 4960009159

distance 0.102 · cross-district

#5 · Solapurcell 4960009450

distance 0.105 · cross-district

#6 · Dharashivcell 4880002199

distance 0.108

#7 · Solapurcell 4960009468

distance 0.115 · cross-district

#8 · Solapurcell 4960010742

distance 0.116 · cross-district

#9 · Solapurcell 4960009256

distance 0.116 · cross-district

#10 · Solapurcell 4960010661

distance 0.117 · cross-district

#11 · Dharashivcell 4880002197

distance 0.118

#12 · Solapurcell 4960009557

distance 0.121 · cross-district

#13 · Solapurcell 4960008664

distance 0.122 · cross-district

#14 · Dharashivcell 4880002272

distance 0.126

#15 · Solapurcell 4960010813

distance 0.128 · cross-district

#16 · Beedcell 4700000173

distance 0.128 · cross-district

#17 · Solapurcell 4960009058

distance 0.13 · cross-district

#18 · Dharashivcell 4880002271

distance 0.13

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":4880002198}}}'

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.