Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007945

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008039

distance 0.179

#2 · Beedcell 4700006741

distance 0.195 · cross-district

#3 · Wardhacell 4980001439

distance 0.197 · cross-district

#4 · Yavatmalcell 5000010756

distance 0.201 · cross-district

#5 · Yavatmalcell 5000010083

distance 0.201 · cross-district

#6 · Wardhacell 4980000431

distance 0.202 · cross-district

#7 · Chandrapurcell 4730008138

distance 0.203

#8 · Chandrapurcell 4730008139

distance 0.206

#9 · Wardhacell 4980000164

distance 0.208 · cross-district

#10 · Wardhacell 4980002434

distance 0.209 · cross-district

#11 · Wardhacell 4980000432

distance 0.21 · cross-district

#12 · Nandedcell 4850009016

distance 0.211 · cross-district

#13 · Yavatmalcell 5000010010

distance 0.213 · cross-district

#14 · Wardhacell 4980002654

distance 0.214 · cross-district

#15 · Wardhacell 4980003178

distance 0.214 · cross-district

#16 · Chandrapurcell 4730005282

distance 0.215

#17 · Yavatmalcell 5000009250

distance 0.219 · cross-district

#18 · Wardhacell 4980000596

distance 0.219 · 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":4730007945}}}'

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.