Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007253

The MH-36 locality cells most similar to this Chandrapur 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

0.037

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006687

distance 0.037

#2 · Chandrapurcell 4730006684

distance 0.045

#3 · Chandrapurcell 4730006912

distance 0.046

#4 · Chandrapurcell 4730007025

distance 0.049

#5 · Chandrapurcell 4730006911

distance 0.049

#6 · Chandrapurcell 4730006800

distance 0.061

#7 · Chandrapurcell 4730007252

distance 0.07

#8 · Chandrapurcell 4730006798

distance 0.07

#9 · Chandrapurcell 4730007022

distance 0.071

#10 · Chandrapurcell 4730007139

distance 0.072

#11 · Chandrapurcell 4730007140

distance 0.079

#12 · Chandrapurcell 4730006908

distance 0.081

#13 · Chandrapurcell 4730006799

distance 0.083

#14 · Chandrapurcell 4730006686

distance 0.084

#15 · Chandrapurcell 4730006573

distance 0.085

#16 · Chandrapurcell 4730007137

distance 0.085

#17 · Chandrapurcell 4730007021

distance 0.087

#18 · Chandrapurcell 4730006574

distance 0.09

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":473,"cluster_id":4730007253}}}'

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.