Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001902

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002242

distance 0.12

#2 · Parbhanicell 4890002655

distance 0.142

#3 · Parbhanicell 4890001731

distance 0.145

#4 · Parbhanicell 4890002248

distance 0.147

#5 · Beedcell 4700007466

distance 0.154 · cross-district

#6 · Beedcell 4700007808

distance 0.158 · cross-district

#7 · Beedcell 4700007553

distance 0.158 · cross-district

#8 · Beedcell 4700007925

distance 0.16 · cross-district

#9 · Parbhanicell 4890002005

distance 0.163

#10 · Beedcell 4700007621

distance 0.164 · cross-district

#11 · Parbhanicell 4890003303

distance 0.168

#12 · Parbhanicell 4890002149

distance 0.173

#13 · Washimcell 4990002205

distance 0.175 · cross-district

#14 · Parbhanicell 4890003376

distance 0.175

#15 · Parbhanicell 4890002230

distance 0.176

#16 · Beedcell 4700007712

distance 0.176 · cross-district

#17 · Jalnacell 4790001801

distance 0.178 · cross-district

#18 · Buldhanacell 4720001000

distance 0.179 · 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":4890001902}}}'

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.