Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004890

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006067

distance 0.125

#2 · Dharashivcell 4880003143

distance 0.125

#3 · Dharashivcell 4880003290

distance 0.126

#4 · Ahmednagarcell 4660007401

distance 0.15 · cross-district

#5 · Buldhanacell 4720002610

distance 0.151 · cross-district

#6 · Dharashivcell 4880004129

distance 0.151

#7 · Buldhanacell 4720001650

distance 0.156 · cross-district

#8 · Beedcell 4700006723

distance 0.16 · cross-district

#9 · Beedcell 4700008345

distance 0.16 · cross-district

#10 · Ahmednagarcell 4660008633

distance 0.161 · cross-district

#11 · Beedcell 4700007881

distance 0.162 · cross-district

#12 · Laturcell 4810001285

distance 0.163 · cross-district

#13 · Dharashivcell 4880004131

distance 0.163

#14 · Beedcell 4700004813

distance 0.164 · cross-district

#15 · Laturcell 4810001684

distance 0.164 · cross-district

#16 · Dharashivcell 4880003518

distance 0.165

#17 · Ahmednagarcell 4660001903

distance 0.165 · cross-district

#18 · Laturcell 4810001018

distance 0.165 · 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":4880004890}}}'

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.