Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001039

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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.049

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001038

distance 0.049

#2 · Parbhanicell 4890001102

distance 0.064

#3 · Parbhanicell 4890000979

distance 0.065

#4 · Parbhanicell 4890000920

distance 0.075

#5 · Parbhanicell 4890000980

distance 0.079

#6 · Parbhanicell 4890001103

distance 0.084

#7 · Parbhanicell 4890000991

distance 0.109

#8 · Parbhanicell 4890001295

distance 0.121

#9 · Parbhanicell 4890001099

distance 0.124

#10 · Parbhanicell 4890001165

distance 0.132

#11 · Parbhanicell 4890001232

distance 0.134

#12 · Parbhanicell 4890001174

distance 0.138

#13 · Parbhanicell 4890001222

distance 0.14

#14 · Parbhanicell 4890000977

distance 0.142

#15 · Parbhanicell 4890001173

distance 0.149

#16 · Parbhanicell 4890001229

distance 0.15

#17 · Parbhanicell 4890001364

distance 0.155

#18 · Parbhanicell 4890000931

distance 0.159

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":4890001039}}}'

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.