Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002903

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002382

distance 0.201

#2 · Nandedcell 4850004414

distance 0.256 · cross-district

#3 · Chandrapurcell 4730003873

distance 0.27

#4 · Nandedcell 4850003931

distance 0.278 · cross-district

#5 · Nandedcell 4850005003

distance 0.278 · cross-district

#6 · Nandedcell 4850004874

distance 0.289 · cross-district

#7 · Nandedcell 4850004071

distance 0.289 · cross-district

#8 · Beedcell 4700008677

distance 0.299 · cross-district

#9 · Jalgaoncell 4780005206

distance 0.305 · cross-district

#10 · Jalgaoncell 4780006839

distance 0.317 · cross-district

#11 · Jalgaoncell 4780006530

distance 0.322 · cross-district

#12 · Nandedcell 4850004863

distance 0.324 · cross-district

#13 · Jalgaoncell 4780006518

distance 0.326 · cross-district

#14 · Dharashivcell 4880000262

distance 0.33 · cross-district

#15 · Chandrapurcell 4730002902

distance 0.334

#16 · Yavatmalcell 5000005823

distance 0.337 · cross-district

#17 · Chandrapurcell 4730000130

distance 0.34

#18 · Jalgaoncell 4780006978

distance 0.34 · cross-district

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":4730002903}}}'

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.