Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005321

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

0.016

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005029

distance 0.016

#2 · Chandrapurcell 4730005313

distance 0.018

#3 · Chandrapurcell 4730004933

distance 0.021

#4 · Chandrapurcell 4730004837

distance 0.021

#5 · Chandrapurcell 4730005122

distance 0.022

#6 · Chandrapurcell 4730005221

distance 0.023

#7 · Chandrapurcell 4730004744

distance 0.025

#8 · Chandrapurcell 4730005218

distance 0.026

#9 · Chandrapurcell 4730005120

distance 0.026

#10 · Chandrapurcell 4730005121

distance 0.029

#11 · Chandrapurcell 4730005217

distance 0.029

#12 · Chandrapurcell 4730004930

distance 0.03

#13 · Chandrapurcell 4730004746

distance 0.031

#14 · Chandrapurcell 4730005314

distance 0.033

#15 · Chandrapurcell 4730004931

distance 0.033

#16 · Chandrapurcell 4730005216

distance 0.034

#17 · Chandrapurcell 4730004743

distance 0.035

#18 · Chandrapurcell 4730004650

distance 0.037

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":4730005321}}}'

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.