Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000743

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000279

distance 0.158

#2 · Buldhanacell 4720001714

distance 0.166 · cross-district

#3 · Parbhanicell 4890000496

distance 0.168

#4 · Buldhanacell 4720002556

distance 0.169 · cross-district

#5 · Beedcell 4700004129

distance 0.177 · cross-district

#6 · Beedcell 4700007584

distance 0.183 · cross-district

#7 · Buldhanacell 4720001653

distance 0.189 · cross-district

#8 · Parbhanicell 4890001002

distance 0.193

#9 · Ahmednagarcell 4660005844

distance 0.194 · cross-district

#10 · Ahmednagarcell 4660005717

distance 0.195 · cross-district

#11 · Beedcell 4700007783

distance 0.195 · cross-district

#12 · Parbhanicell 4890000329

distance 0.198

#13 · Parbhanicell 4890000456

distance 0.201

#14 · Beedcell 4700001654

distance 0.201 · cross-district

#15 · Parbhanicell 4890000464

distance 0.202

#16 · Beedcell 4700004466

distance 0.203 · cross-district

#17 · Buldhanacell 4720000830

distance 0.206 · cross-district

#18 · Beedcell 4700002119

distance 0.207 · 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":4890000743}}}'

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.