Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005765

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

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000408

distance 0.093 · cross-district

#2 · Dharashivcell 4880004356

distance 0.098

#3 · Beedcell 4700000278

distance 0.11 · cross-district

#4 · Laturcell 4810004357

distance 0.114 · cross-district

#5 · Beedcell 4700000271

distance 0.115 · cross-district

#6 · Dharashivcell 4880002346

distance 0.116

#7 · Dharashivcell 4880005762

distance 0.117

#8 · Beedcell 4700000024

distance 0.125 · cross-district

#9 · Beedcell 4700000173

distance 0.127 · cross-district

#10 · Dharashivcell 4880005764

distance 0.128

#11 · Dharashivcell 4880004995

distance 0.128

#12 · Beedcell 4700000333

distance 0.13 · cross-district

#13 · Laturcell 4810004460

distance 0.131 · cross-district

#14 · Laturcell 4810003350

distance 0.131 · cross-district

#15 · Beedcell 4700000332

distance 0.133 · cross-district

#16 · Dharashivcell 4880004272

distance 0.133

#17 · Laturcell 4810003965

distance 0.135 · cross-district

#18 · Solapurcell 4960010313

distance 0.136 · 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":4880005765}}}'

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.