Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004105

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

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002208

distance 0.173 · cross-district

#2 · Beedcell 4700008712

distance 0.195 · cross-district

#3 · Beedcell 4700008204

distance 0.203 · cross-district

#4 · Parbhanicell 4890001687

distance 0.212

#5 · Jalnacell 4790004072

distance 0.215 · cross-district

#6 · Beedcell 4700002084

distance 0.218 · cross-district

#7 · Parbhanicell 4890003684

distance 0.223

#8 · Buldhanacell 4720002269

distance 0.224 · cross-district

#9 · Beedcell 4700006733

distance 0.237 · cross-district

#10 · Jalnacell 4790002540

distance 0.238 · cross-district

#11 · Buldhanacell 4720002972

distance 0.24 · cross-district

#12 · Parbhanicell 4890000542

distance 0.241

#13 · Jalnacell 4790001875

distance 0.241 · cross-district

#14 · Jalnacell 4790001713

distance 0.243 · cross-district

#15 · Beedcell 4700008500

distance 0.247 · cross-district

#16 · Parbhanicell 4890000742

distance 0.248

#17 · Beedcell 4700008074

distance 0.249 · cross-district

#18 · Buldhanacell 4720000953

distance 0.25 · 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":4890004105}}}'

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.