Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001535

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001457

distance 0.094

#2 · Parbhanicell 4890001242

distance 0.127

#3 · Parbhanicell 4890000664

distance 0.127

#4 · Laturcell 4810005580

distance 0.128 · cross-district

#5 · Parbhanicell 4890001383

distance 0.134

#6 · Hingolicell 4770000005

distance 0.141 · cross-district

#7 · Nandedcell 4850003508

distance 0.141 · cross-district

#8 · Parbhanicell 4890000389

distance 0.142

#9 · Parbhanicell 4890001262

distance 0.146

#10 · Hingolicell 4770000029

distance 0.147 · cross-district

#11 · Nandedcell 4850001089

distance 0.151 · cross-district

#12 · Laturcell 4810005731

distance 0.151 · cross-district

#13 · Parbhanicell 4890001533

distance 0.153

#14 · Laturcell 4810005558

distance 0.153 · cross-district

#15 · Laturcell 4810005738

distance 0.154 · cross-district

#16 · Parbhanicell 4890001139

distance 0.155

#17 · Parbhanicell 4890000630

distance 0.156

#18 · Parbhanicell 4890000379

distance 0.157

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":4890001535}}}'

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.