Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004166

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

0.145

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005712

distance 0.145

#2 · Dharashivcell 4880004325

distance 0.147

#3 · Beedcell 4700002173

distance 0.149 · cross-district

#4 · Ahmednagarcell 4660002318

distance 0.165 · cross-district

#5 · Dharashivcell 4880004503

distance 0.167

#6 · Dharashivcell 4880005621

distance 0.179

#7 · Dharashivcell 4880004338

distance 0.18

#8 · Dharashivcell 4880004315

distance 0.181

#9 · Beedcell 4700001549

distance 0.205 · cross-district

#10 · Dharashivcell 4880005706

distance 0.219

#11 · Beedcell 4700001996

distance 0.224 · cross-district

#12 · Dharashivcell 4880004399

distance 0.227

#13 · Laturcell 4810001513

distance 0.228 · cross-district

#14 · Beedcell 4700001394

distance 0.228 · cross-district

#15 · Beedcell 4700002655

distance 0.23 · cross-district

#16 · Beedcell 4700001840

distance 0.23 · cross-district

#17 · Dharashivcell 4880004254

distance 0.23

#18 · Dharashivcell 4880004947

distance 0.232

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":4880004166}}}'

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.