Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001092

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

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001549

distance 0.211

#2 · Chandrapurcell 4730001163

distance 0.236

#3 · Yavatmalcell 5000001389

distance 0.245 · cross-district

#4 · Washimcell 4990000069

distance 0.246 · cross-district

#5 · Chandrapurcell 4730000131

distance 0.252

#6 · Chandrapurcell 4730001639

distance 0.254

#7 · Chandrapurcell 4730002792

distance 0.26

#8 · Gadchirolicell 4750003390

distance 0.263 · cross-district

#9 · Chandrapurcell 4730002368

distance 0.266

#10 · Dharashivcell 4880002935

distance 0.271 · cross-district

#11 · Hingolicell 4770003626

distance 0.272 · cross-district

#12 · Chandrapurcell 4730003075

distance 0.272

#13 · Chandrapurcell 4730001727

distance 0.273

#14 · Jalgaoncell 4780007914

distance 0.273 · cross-district

#15 · Gadchirolicell 4750003132

distance 0.273 · cross-district

#16 · Gadchirolicell 4750004561

distance 0.275 · cross-district

#17 · Yavatmalcell 5000001991

distance 0.275 · cross-district

#18 · Nandedcell 4850004361

distance 0.278 · 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":4730001092}}}'

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.