Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005722

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005632

distance 0.154

#2 · Dharashivcell 4880005972

distance 0.161

#3 · Parbhanicell 4890000009

distance 0.179 · cross-district

#4 · Dharashivcell 4880005724

distance 0.189

#5 · Dharashivcell 4880004506

distance 0.193

#6 · Dharashivcell 4880005072

distance 0.194

#7 · Dharashivcell 4880003196

distance 0.194

#8 · Dharashivcell 4880005979

distance 0.194

#9 · Dharashivcell 4880003138

distance 0.197

#10 · Dharashivcell 4880006231

distance 0.199

#11 · Laturcell 4810003714

distance 0.2 · cross-district

#12 · Dharashivcell 4880003093

distance 0.202

#13 · Dharashivcell 4880005544

distance 0.203

#14 · Dharashivcell 4880004780

distance 0.205

#15 · Beedcell 4700008339

distance 0.206 · cross-district

#16 · Laturcell 4810006093

distance 0.207 · cross-district

#17 · Dharashivcell 4880002965

distance 0.207

#18 · Laturcell 4810001941

distance 0.207 · 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":4880005722}}}'

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.