Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001447

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001525

distance 0.128

#2 · Parbhanicell 4890001370

distance 0.129

#3 · Parbhanicell 4890000936

distance 0.133

#4 · Parbhanicell 4890001524

distance 0.135

#5 · Parbhanicell 4890000939

distance 0.141

#6 · Parbhanicell 4890000881

distance 0.141

#7 · Parbhanicell 4890001057

distance 0.147

#8 · Buldhanacell 4720002167

distance 0.147 · cross-district

#9 · Parbhanicell 4890001058

distance 0.149

#10 · Parbhanicell 4890000822

distance 0.15

#11 · Parbhanicell 4890000997

distance 0.15

#12 · Parbhanicell 4890001059

distance 0.15

#13 · Buldhanacell 4720002225

distance 0.151 · cross-district

#14 · Parbhanicell 4890000878

distance 0.152

#15 · Buldhanacell 4720002233

distance 0.152 · cross-district

#16 · Buldhanacell 4720002221

distance 0.154 · cross-district

#17 · Parbhanicell 4890001000

distance 0.154

#18 · Parbhanicell 4890000999

distance 0.154

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":4890001447}}}'

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.