Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004828

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.074

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004876

distance 0.074

#2 · Parbhanicell 4890004830

distance 0.102

#3 · Parbhanicell 4890004738

distance 0.119

#4 · Parbhanicell 4890004784

distance 0.119

#5 · Parbhanicell 4890004393

distance 0.127

#6 · Parbhanicell 4890004728

distance 0.131

#7 · Parbhanicell 4890004649

distance 0.133

#8 · Parbhanicell 4890004097

distance 0.133

#9 · Parbhanicell 4890004693

distance 0.136

#10 · Parbhanicell 4890004818

distance 0.141

#11 · Parbhanicell 4890004829

distance 0.143

#12 · Parbhanicell 4890004774

distance 0.144

#13 · Parbhanicell 4890004555

distance 0.146

#14 · Parbhanicell 4890004010

distance 0.147

#15 · Parbhanicell 4890003956

distance 0.149

#16 · Parbhanicell 4890004730

distance 0.15

#17 · Parbhanicell 4890004033

distance 0.15

#18 · Parbhanicell 4890004508

distance 0.15

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":4890004828}}}'

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.