Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004213

The MH-36 locality cells most similar to this Parbhani 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

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004239

distance 0.153

#2 · Parbhanicell 4890004717

distance 0.166

#3 · Hingolicell 4770001680

distance 0.169 · cross-district

#4 · Parbhanicell 4890004264

distance 0.176

#5 · Parbhanicell 4890004451

distance 0.182

#6 · Hingolicell 4770000637

distance 0.183 · cross-district

#7 · Parbhanicell 4890003961

distance 0.187

#8 · Parbhanicell 4890004353

distance 0.189

#9 · Parbhanicell 4890004456

distance 0.194

#10 · Amravaticell 4680003559

distance 0.196 · cross-district

#11 · Parbhanicell 4890004188

distance 0.199

#12 · Parbhanicell 4890004315

distance 0.201

#13 · Parbhanicell 4890004901

distance 0.202

#14 · Amravaticell 4680002647

distance 0.203 · cross-district

#15 · Buldhanacell 4720006960

distance 0.208 · cross-district

#16 · Parbhanicell 4890004687

distance 0.208

#17 · Buldhanacell 4720003656

distance 0.208 · cross-district

#18 · Buldhanacell 4720003265

distance 0.209 · 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":489,"cluster_id":4890004213}}}'

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.