Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000071

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000036

distance 0.17

#2 · Parbhanicell 4890000037

distance 0.179

#3 · Parbhanicell 4890000024

distance 0.191

#4 · Parbhanicell 4890000069

distance 0.196

#5 · Parbhanicell 4890000048

distance 0.199

#6 · Nandedcell 4850003834

distance 0.205 · cross-district

#7 · Nandedcell 4850003090

distance 0.206 · cross-district

#8 · Parbhanicell 4890000334

distance 0.217

#9 · Parbhanicell 4890000192

distance 0.218

#10 · Nandedcell 4850001255

distance 0.222 · cross-district

#11 · Nandedcell 4850001217

distance 0.223 · cross-district

#12 · Nandedcell 4850001476

distance 0.226 · cross-district

#13 · Nandedcell 4850002811

distance 0.228 · cross-district

#14 · Beedcell 4700001657

distance 0.228 · cross-district

#15 · Parbhanicell 4890000115

distance 0.229

#16 · Beedcell 4700000952

distance 0.232 · cross-district

#17 · Nandedcell 4850003440

distance 0.233 · cross-district

#18 · Parbhanicell 4890000118

distance 0.236

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":4890000071}}}'

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.