Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004476

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

0.073

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004572

distance 0.073

#2 · Chandrapurcell 4730004575

distance 0.076

#3 · Chandrapurcell 4730004573

distance 0.081

#4 · Chandrapurcell 4730004773

distance 0.094

#5 · Chandrapurcell 4730004870

distance 0.096

#6 · Chandrapurcell 4730004673

distance 0.096

#7 · Chandrapurcell 4730004868

distance 0.098

#8 · Chandrapurcell 4730004869

distance 0.1

#9 · Chandrapurcell 4730005154

distance 0.1

#10 · Chandrapurcell 4730005254

distance 0.1

#11 · Chandrapurcell 4730005347

distance 0.102

#12 · Chandrapurcell 4730004574

distance 0.102

#13 · Chandrapurcell 4730004774

distance 0.103

#14 · Chandrapurcell 4730005252

distance 0.104

#15 · Chandrapurcell 4730004965

distance 0.104

#16 · Chandrapurcell 4730005349

distance 0.105

#17 · Chandrapurcell 4730004871

distance 0.108

#18 · Chandrapurcell 4730004679

distance 0.108

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":4730004476}}}'

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.