Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002877

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002802

distance 0.191

#2 · Buldhanacell 4720001750

distance 0.213 · cross-district

#3 · Beedcell 4700005004

distance 0.224 · cross-district

#4 · Jalnacell 4790006153

distance 0.226 · cross-district

#5 · Chandrapurcell 4730002868

distance 0.227

#6 · Yavatmalcell 5000008600

distance 0.231 · cross-district

#7 · Jalgaoncell 4780002650

distance 0.232 · cross-district

#8 · Chandrapurcell 4730001387

distance 0.235

#9 · Yavatmalcell 5000007598

distance 0.236 · cross-district

#10 · Yavatmalcell 5000003959

distance 0.239 · cross-district

#11 · Chandrapurcell 4730002061

distance 0.24

#12 · Chandrapurcell 4730002865

distance 0.241

#13 · Amravaticell 4680006902

distance 0.242 · cross-district

#14 · Chandrapurcell 4730001987

distance 0.242

#15 · Chandrapurcell 4730003796

distance 0.242

#16 · Yavatmalcell 5000006016

distance 0.244 · cross-district

#17 · Dharashivcell 4880004732

distance 0.244 · cross-district

#18 · Yavatmalcell 5000005147

distance 0.245 · 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":4730002877}}}'

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.