Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004982

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

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004264

distance 0.156

#2 · Dharashivcell 4880005642

distance 0.158

#3 · Dharashivcell 4880005268

distance 0.168

#4 · Dharashivcell 4880004433

distance 0.169

#5 · Dharashivcell 4880004346

distance 0.169

#6 · Beedcell 4700007843

distance 0.176 · cross-district

#7 · Dharashivcell 4880005173

distance 0.182

#8 · Dharashivcell 4880004432

distance 0.184

#9 · Ahmednagarcell 4660006451

distance 0.192 · cross-district

#10 · Dharashivcell 4880005172

distance 0.194

#11 · Ahmednagarcell 4660007113

distance 0.195 · cross-district

#12 · Sanglicell 4930004154

distance 0.2 · cross-district

#13 · Beedcell 4700003607

distance 0.204 · cross-district

#14 · Beedcell 4700004113

distance 0.204 · cross-district

#15 · Beedcell 4700003777

distance 0.205 · cross-district

#16 · Dharashivcell 4880004349

distance 0.206

#17 · Beedcell 4700001995

distance 0.207 · cross-district

#18 · Beedcell 4700007748

distance 0.207 · 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":4880004982}}}'

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.