Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004641

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003162

distance 0.164 · cross-district

#2 · Parbhanicell 4890003763

distance 0.166

#3 · Parbhanicell 4890004929

distance 0.167

#4 · Parbhanicell 4890005024

distance 0.173

#5 · Akolacell 4670000430

distance 0.175 · cross-district

#6 · Parbhanicell 4890004254

distance 0.177

#7 · Akolacell 4670004436

distance 0.178 · cross-district

#8 · Parbhanicell 4890004205

distance 0.178

#9 · Parbhanicell 4890005055

distance 0.182

#10 · Parbhanicell 4890004585

distance 0.192

#11 · Buldhanacell 4720006836

distance 0.193 · cross-district

#12 · Buldhanacell 4720005245

distance 0.194 · cross-district

#13 · Akolacell 4670000875

distance 0.195 · cross-district

#14 · Jalnacell 4790001438

distance 0.197 · cross-district

#15 · Wardhacell 4980003583

distance 0.197 · cross-district

#16 · Hingolicell 4770002415

distance 0.197 · cross-district

#17 · Jalnacell 4790003241

distance 0.199 · cross-district

#18 · Nagpurcell 4840006174

distance 0.2 · 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":4890004641}}}'

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.