Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004166

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.032

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003705

distance 0.032

#2 · Chandrapurcell 4730003624

distance 0.036

#3 · Chandrapurcell 4730003972

distance 0.039

#4 · Chandrapurcell 4730004348

distance 0.044

#5 · Chandrapurcell 4730004161

distance 0.047

#6 · Chandrapurcell 4730004358

distance 0.054

#7 · Chandrapurcell 4730003993

distance 0.058

#8 · Chandrapurcell 4730004162

distance 0.059

#9 · Chandrapurcell 4730003804

distance 0.066

#10 · Chandrapurcell 4730003630

distance 0.069

#11 · Chandrapurcell 4730004084

distance 0.069

#12 · Chandrapurcell 4730003894

distance 0.075

#13 · Chandrapurcell 4730003625

distance 0.076

#14 · Chandrapurcell 4730003547

distance 0.077

#15 · Chandrapurcell 4730004176

distance 0.078

#16 · Chandrapurcell 4730003272

distance 0.079

#17 · Chandrapurcell 4730004369

distance 0.08

#18 · Chandrapurcell 4730003206

distance 0.085

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":4730004166}}}'

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.