Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007809

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

0.029

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007922

distance 0.029

#2 · Chandrapurcell 4730007699

distance 0.033

#3 · Chandrapurcell 4730008020

distance 0.038

#4 · Chandrapurcell 4730007811

distance 0.04

#5 · Chandrapurcell 4730008110

distance 0.042

#6 · Chandrapurcell 4730007919

distance 0.045

#7 · Chandrapurcell 4730007700

distance 0.046

#8 · Chandrapurcell 4730008021

distance 0.047

#9 · Chandrapurcell 4730008116

distance 0.047

#10 · Chandrapurcell 4730008533

distance 0.053

#11 · Chandrapurcell 4730007590

distance 0.057

#12 · Chandrapurcell 4730008457

distance 0.057

#13 · Chandrapurcell 4730007696

distance 0.057

#14 · Chandrapurcell 4730008534

distance 0.058

#15 · Chandrapurcell 4730008535

distance 0.059

#16 · Chandrapurcell 4730007589

distance 0.06

#17 · Chandrapurcell 4730008456

distance 0.061

#18 · Chandrapurcell 4730007358

distance 0.062

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":4730007809}}}'

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.