Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001409

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001906

distance 0.167 · cross-district

#2 · Dharashivcell 4880001687

distance 0.174

#3 · Dharashivcell 4880002864

distance 0.174

#4 · Sanglicell 4930000576

distance 0.179 · cross-district

#5 · Beedcell 4700008646

distance 0.184 · cross-district

#6 · Beedcell 4700001289

distance 0.186 · cross-district

#7 · Solapurcell 4960004573

distance 0.188 · cross-district

#8 · Laturcell 4810001994

distance 0.19 · cross-district

#9 · Dharashivcell 4880002751

distance 0.191

#10 · Laturcell 4810002252

distance 0.194 · cross-district

#11 · Dharashivcell 4880001587

distance 0.198

#12 · Dharashivcell 4880001684

distance 0.2

#13 · Beedcell 4700001566

distance 0.201 · cross-district

#14 · Solapurcell 4960005034

distance 0.201 · cross-district

#15 · Laturcell 4810001230

distance 0.201 · cross-district

#16 · Solapurcell 4960005194

distance 0.202 · cross-district

#17 · Dharashivcell 4880001750

distance 0.202

#18 · Laturcell 4810002791

distance 0.206 · 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":4880001409}}}'

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.