Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004530

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

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000888

distance 0.204 · cross-district

#2 · Parbhanicell 4890004615

distance 0.206

#3 · Parbhanicell 4890004713

distance 0.208

#4 · Jalnacell 4790001895

distance 0.214 · cross-district

#5 · Jalnacell 4790002401

distance 0.215 · cross-district

#6 · Parbhanicell 4890004815

distance 0.218

#7 · Jalnacell 4790001595

distance 0.221 · cross-district

#8 · Parbhanicell 4890004578

distance 0.222

#9 · Beedcell 4700006563

distance 0.224 · cross-district

#10 · Parbhanicell 4890004279

distance 0.226

#11 · Buldhanacell 4720007393

distance 0.227 · cross-district

#12 · Akolacell 4670000869

distance 0.228 · cross-district

#13 · Hingolicell 4770003520

distance 0.228 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690004150

distance 0.23 · cross-district

#15 · Beedcell 4700005709

distance 0.23 · cross-district

#16 · Parbhanicell 4890004635

distance 0.233

#17 · Buldhanacell 4720005786

distance 0.236 · cross-district

#18 · Nagpurcell 4840006892

distance 0.237 · 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":4890004530}}}'

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.