Bhārata Strata · Maharashtra · Gadchiroli · morphological twins

Places like cell 4750003621

The MH-36 locality cells most similar to this Gadchiroli 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

0.016

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750003531

distance 0.016

#2 · Gadchirolicell 4750003270

distance 0.037

#3 · Gadchirolicell 4750003816

distance 0.043

#4 · Gadchirolicell 4750004213

distance 0.059

#5 · Gadchirolicell 4750004315

distance 0.066

#6 · Gadchirolicell 4750003278

distance 0.067

#7 · Gadchirolicell 4750003443

distance 0.07

#8 · Gadchirolicell 4750003103

distance 0.071

#9 · Gadchirolicell 4750003526

distance 0.071

#10 · Gadchirolicell 4750003268

distance 0.071

#11 · Gadchirolicell 4750004717

distance 0.072

#12 · Gadchirolicell 4750003109

distance 0.072

#13 · Gadchirolicell 4750003530

distance 0.073

#14 · Gadchirolicell 4750002933

distance 0.074

#15 · Gadchirolicell 4750003442

distance 0.076

#16 · Gadchirolicell 4750003813

distance 0.077

#17 · Gadchirolicell 4750003115

distance 0.078

#18 · Gadchirolicell 4750002934

distance 0.078

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":475,"cluster_id":4750003621}}}'

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.