Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000690

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.077

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000417

distance 0.077

#2 · Parbhanicell 4890000766

distance 0.095

#3 · Parbhanicell 4890000476

distance 0.104

#4 · Parbhanicell 4890000657

distance 0.115

#5 · Parbhanicell 4890000660

distance 0.116

#6 · Parbhanicell 4890000650

distance 0.119

#7 · Parbhanicell 4890000768

distance 0.124

#8 · Buldhanacell 4720002094

distance 0.124 · cross-district

#9 · Beedcell 4700005746

distance 0.125 · cross-district

#10 · Beedcell 4700006302

distance 0.128 · cross-district

#11 · Beedcell 4700006166

distance 0.129 · cross-district

#12 · Parbhanicell 4890000316

distance 0.13

#13 · Beedcell 4700003958

distance 0.133 · cross-district

#14 · Beedcell 4700006300

distance 0.134 · cross-district

#15 · Beedcell 4700005602

distance 0.134 · cross-district

#16 · Akolacell 4670000111

distance 0.137 · cross-district

#17 · Parbhanicell 4890000365

distance 0.139

#18 · Parbhanicell 4890000349

distance 0.14

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":4890000690}}}'

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.