Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000567

The MH-36 locality cells most similar to this Parbhani 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005998

distance 0.131 · cross-district

#2 · Beedcell 4700005715

distance 0.134 · cross-district

#3 · Washimcell 4990000829

distance 0.14 · cross-district

#4 · Solapurcell 4960004115

distance 0.149 · cross-district

#5 · Beedcell 4700000700

distance 0.157 · cross-district

#6 · Solapurcell 4960004101

distance 0.157 · cross-district

#7 · Beedcell 4700003622

distance 0.159 · cross-district

#8 · Amravaticell 4680001857

distance 0.161 · cross-district

#9 · Dharashivcell 4880005304

distance 0.161 · cross-district

#10 · Beedcell 4700005723

distance 0.163 · cross-district

#11 · Jalnacell 4790002647

distance 0.164 · cross-district

#12 · Dharashivcell 4880000386

distance 0.164 · cross-district

#13 · Beedcell 4700005857

distance 0.164 · cross-district

#14 · Beedcell 4700000949

distance 0.165 · cross-district

#15 · Beedcell 4700004306

distance 0.171 · cross-district

#16 · Jalnacell 4790003757

distance 0.172 · cross-district

#17 · Solapurcell 4960004247

distance 0.172 · cross-district

#18 · Dharashivcell 4880001376

distance 0.173 · 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":489,"cluster_id":4890000567}}}'

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.