Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000328

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

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000327

distance 0.106

#2 · Parbhanicell 4890000391

distance 0.121

#3 · Parbhanicell 4890000669

distance 0.125

#4 · Nandedcell 4850003582

distance 0.126 · cross-district

#5 · Laturcell 4810005471

distance 0.126 · cross-district

#6 · Parbhanicell 4890000339

distance 0.127

#7 · Parbhanicell 4890000406

distance 0.128

#8 · Parbhanicell 4890000409

distance 0.13

#9 · Parbhanicell 4890000446

distance 0.131

#10 · Laturcell 4810005799

distance 0.132 · cross-district

#11 · Parbhanicell 4890000670

distance 0.132

#12 · Laturcell 4810005653

distance 0.134 · cross-district

#13 · Parbhanicell 4890000407

distance 0.134

#14 · Parbhanicell 4890000511

distance 0.135

#15 · Parbhanicell 4890000561

distance 0.135

#16 · Parbhanicell 4890000727

distance 0.137

#17 · Parbhanicell 4890000551

distance 0.137

#18 · Parbhanicell 4890000775

distance 0.138

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":4890000328}}}'

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.