Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004713

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790001595

distance 0.163 · cross-district

#2 · Parbhanicell 4890004672

distance 0.166

#3 · Jalnacell 4790000321

distance 0.176 · cross-district

#4 · Hingolicell 4770003245

distance 0.178 · cross-district

#5 · Parbhanicell 4890004578

distance 0.18

#6 · Akolacell 4670004551

distance 0.181 · cross-district

#7 · Parbhanicell 4890004615

distance 0.183

#8 · Akolacell 4670000495

distance 0.185 · cross-district

#9 · Nagpurcell 4840006892

distance 0.187 · cross-district

#10 · Amravaticell 4680003234

distance 0.187 · cross-district

#11 · Buldhanacell 4720003208

distance 0.187 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000888

distance 0.189 · cross-district

#13 · Akolacell 4670004081

distance 0.19 · cross-district

#14 · Parbhanicell 4890005051

distance 0.192

#15 · Buldhanacell 4720005786

distance 0.192 · cross-district

#16 · Parbhanicell 4890005151

distance 0.192

#17 · Parbhanicell 4890004895

distance 0.193

#18 · Amravaticell 4680004110

distance 0.193 · 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":4890004713}}}'

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.