Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000057

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

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002441

distance 0.069 · cross-district

#2 · Parbhanicell 4890000041

distance 0.095

#3 · Beedcell 4700000830

distance 0.118 · cross-district

#4 · Parbhanicell 4890000297

distance 0.127

#5 · Laturcell 4810005650

distance 0.136 · cross-district

#6 · Parbhanicell 4890000292

distance 0.136

#7 · Laturcell 4810005654

distance 0.14 · cross-district

#8 · Parbhanicell 4890000484

distance 0.143

#9 · Parbhanicell 4890000073

distance 0.144

#10 · Beedcell 4700000959

distance 0.151 · cross-district

#11 · Beedcell 4700001958

distance 0.152 · cross-district

#12 · Parbhanicell 4890000145

distance 0.156

#13 · Laturcell 4810005540

distance 0.157 · cross-district

#14 · Parbhanicell 4890000008

distance 0.159

#15 · Parbhanicell 4890000033

distance 0.159

#16 · Laturcell 4810006001

distance 0.163 · cross-district

#17 · Laturcell 4810005537

distance 0.164 · cross-district

#18 · Parbhanicell 4890000187

distance 0.168

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":4890000057}}}'

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.