Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000624

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000741

distance 0.101

#2 · Beedcell 4700007143

distance 0.116 · cross-district

#3 · Akolacell 4670001157

distance 0.122 · cross-district

#4 · Parbhanicell 4890000516

distance 0.128

#5 · Parbhanicell 4890000569

distance 0.128

#6 · Parbhanicell 4890000563

distance 0.13

#7 · Beedcell 4700006437

distance 0.132 · cross-district

#8 · Akolacell 4670000212

distance 0.132 · cross-district

#9 · Akolacell 4670000429

distance 0.132 · cross-district

#10 · Beedcell 4700004132

distance 0.133 · cross-district

#11 · Washimcell 4990000847

distance 0.136 · cross-district

#12 · Parbhanicell 4890000681

distance 0.136

#13 · Akolacell 4670001101

distance 0.136 · cross-district

#14 · Akolacell 4670001158

distance 0.136 · cross-district

#15 · Akolacell 4670000989

distance 0.137 · cross-district

#16 · Solapurcell 4960005398

distance 0.14 · cross-district

#17 · Akolacell 4670000321

distance 0.141 · cross-district

#18 · Beedcell 4700007154

distance 0.143 · 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":4890000624}}}'

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.