Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004172

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004973

distance 0.137

#2 · Dharashivcell 4880004876

distance 0.163

#3 · Dharashivcell 4880005167

distance 0.171

#4 · Solapurcell 4960004879

distance 0.183 · cross-district

#5 · Dharashivcell 4880004787

distance 0.19

#6 · Laturcell 4810002142

distance 0.193 · cross-district

#7 · Sanglicell 4930004018

distance 0.198 · cross-district

#8 · Sanglicell 4930004322

distance 0.2 · cross-district

#9 · Dharashivcell 4880001293

distance 0.2

#10 · Dhulecell 4740002500

distance 0.204 · cross-district

#11 · Solapurcell 4960002196

distance 0.204 · cross-district

#12 · Dhulecell 4740002394

distance 0.206 · cross-district

#13 · Nashikcell 4870008112

distance 0.21 · cross-district

#14 · Dharashivcell 4880005906

distance 0.211

#15 · Solapurcell 4960004725

distance 0.213 · cross-district

#16 · Solapurcell 4960003173

distance 0.214 · cross-district

#17 · Dharashivcell 4880004341

distance 0.215

#18 · Dhulecell 4740002404

distance 0.216 · 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":4880004172}}}'

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.