Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001026

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000849

distance 0.083

#2 · Parbhanicell 4890001155

distance 0.083

#3 · Parbhanicell 4890000797

distance 0.097

#4 · Parbhanicell 4890001346

distance 0.115

#5 · Parbhanicell 4890000796

distance 0.118

#6 · Beedcell 4700006329

distance 0.119 · cross-district

#7 · Beedcell 4700005767

distance 0.122 · cross-district

#8 · Parbhanicell 4890000901

distance 0.124

#9 · Parbhanicell 4890001157

distance 0.126

#10 · Beedcell 4700005904

distance 0.129 · cross-district

#11 · Parbhanicell 4890001213

distance 0.13

#12 · Parbhanicell 4890001209

distance 0.133

#13 · Solapurcell 4960002065

distance 0.133 · cross-district

#14 · Parbhanicell 4890000470

distance 0.133

#15 · Beedcell 4700006432

distance 0.133 · cross-district

#16 · Parbhanicell 4890000848

distance 0.134

#17 · Parbhanicell 4890003551

distance 0.134

#18 · Parbhanicell 4890001412

distance 0.134

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":4890001026}}}'

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.