Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000009

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002121

distance 0.1 · cross-district

#2 · Beedcell 4700001080

distance 0.117 · cross-district

#3 · Beedcell 4700002118

distance 0.124 · cross-district

#4 · Laturcell 4810005660

distance 0.13 · cross-district

#5 · Beedcell 4700002116

distance 0.133 · cross-district

#6 · Beedcell 4700000834

distance 0.139 · cross-district

#7 · Parbhanicell 4890000207

distance 0.14

#8 · Beedcell 4700001358

distance 0.144 · cross-district

#9 · Parbhanicell 4890000835

distance 0.147

#10 · Parbhanicell 4890000008

distance 0.152

#11 · Beedcell 4700001656

distance 0.153 · cross-district

#12 · Beedcell 4700001804

distance 0.156 · cross-district

#13 · Dharashivcell 4880003093

distance 0.156 · cross-district

#14 · Nandedcell 4850002787

distance 0.159 · cross-district

#15 · Parbhanicell 4890001068

distance 0.16

#16 · Parbhanicell 4890000023

distance 0.161

#17 · Parbhanicell 4890000029

distance 0.161

#18 · Nandedcell 4850001322

distance 0.161 · 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":4890000009}}}'

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.