Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005921

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

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720002114

distance 0.169 · cross-district

#2 · Dharashivcell 4880005918

distance 0.178

#3 · Buldhanacell 4720003089

distance 0.185 · cross-district

#4 · Beedcell 4700004145

distance 0.194 · cross-district

#5 · Dharashivcell 4880005939

distance 0.194

#6 · Beedcell 4700003286

distance 0.203 · cross-district

#7 · Dharashivcell 4880001442

distance 0.203

#8 · Solapurcell 4960000939

distance 0.204 · cross-district

#9 · Dharashivcell 4880005296

distance 0.205

#10 · Dharashivcell 4880005754

distance 0.206

#11 · Buldhanacell 4720002713

distance 0.206 · cross-district

#12 · Buldhanacell 4720001026

distance 0.211 · cross-district

#13 · Beedcell 4700004484

distance 0.212 · cross-district

#14 · Washimcell 4990003220

distance 0.212 · cross-district

#15 · Beedcell 4700000088

distance 0.212 · cross-district

#16 · Dharashivcell 4880004540

distance 0.213

#17 · Solapurcell 4960004191

distance 0.214 · cross-district

#18 · Buldhanacell 4720003234

distance 0.214 · 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":4880005921}}}'

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.