Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005246

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004655

distance 0.107

#2 · Dharashivcell 4880005614

distance 0.134

#3 · Beedcell 4700001684

distance 0.159 · cross-district

#4 · Dharashivcell 4880005440

distance 0.16

#5 · Ahmednagarcell 4660001317

distance 0.167 · cross-district

#6 · Beedcell 4700003017

distance 0.172 · cross-district

#7 · Dharashivcell 4880006043

distance 0.172

#8 · Dharashivcell 4880006311

distance 0.173

#9 · Dharashivcell 4880006170

distance 0.175

#10 · Dharashivcell 4880004960

distance 0.175

#11 · Dharashivcell 4880004856

distance 0.176

#12 · Dharashivcell 4880004497

distance 0.179

#13 · Beedcell 4700008222

distance 0.179 · cross-district

#14 · Dharashivcell 4880004404

distance 0.179

#15 · Beedcell 4700002013

distance 0.182 · cross-district

#16 · Dharashivcell 4880004327

distance 0.184

#17 · Beedcell 4700002831

distance 0.185 · cross-district

#18 · Dharashivcell 4880005625

distance 0.185

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":4880005246}}}'

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.