Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006698

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980000794

distance 0.217 · cross-district

#2 · Yavatmalcell 5000010607

distance 0.229 · cross-district

#3 · Wardhacell 4980001671

distance 0.236 · cross-district

#4 · Nagpurcell 4840007096

distance 0.239 · cross-district

#5 · Yavatmalcell 5000006618

distance 0.248 · cross-district

#6 · Nagpurcell 4840006684

distance 0.257 · cross-district

#7 · Nagpurcell 4840004184

distance 0.257 · cross-district

#8 · Nagpurcell 4840006368

distance 0.261 · cross-district

#9 · Yavatmalcell 5000008127

distance 0.261 · cross-district

#10 · Yavatmalcell 5000006716

distance 0.271 · cross-district

#11 · Yavatmalcell 5000007367

distance 0.271 · cross-district

#12 · Amravaticell 4680001395

distance 0.274 · cross-district

#13 · Yavatmalcell 5000007786

distance 0.277 · cross-district

#14 · Yavatmalcell 5000011297

distance 0.279 · cross-district

#15 · Wardhacell 4980002427

distance 0.28 · cross-district

#16 · Nagpurcell 4840002059

distance 0.286 · cross-district

#17 · Wardhacell 4980003116

distance 0.286 · cross-district

#18 · Nagpurcell 4840002427

distance 0.287 · 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":4730006698}}}'

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.