Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004606

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000009873

distance 0.247 · cross-district

#2 · Chandrapurcell 4730004706

distance 0.263

#3 · Wardhacell 4980001813

distance 0.267 · cross-district

#4 · Yavatmalcell 5000008126

distance 0.268 · cross-district

#5 · Yavatmalcell 5000007992

distance 0.275 · cross-district

#6 · Amravaticell 4680007936

distance 0.276 · cross-district

#7 · Chandrapurcell 4730004507

distance 0.276

#8 · Yavatmalcell 5000005718

distance 0.278 · cross-district

#9 · Wardhacell 4980005020

distance 0.279 · cross-district

#10 · Chandrapurcell 4730007736

distance 0.284

#11 · Yavatmalcell 5000005501

distance 0.284 · cross-district

#12 · Nagpurcell 4840003660

distance 0.285 · cross-district

#13 · Wardhacell 4980001353

distance 0.285 · cross-district

#14 · Wardhacell 4980001545

distance 0.286 · cross-district

#15 · Parbhanicell 4890003413

distance 0.288 · cross-district

#16 · Gondiacell 4760001143

distance 0.292 · cross-district

#17 · Chandrapurcell 4730004612

distance 0.292

#18 · Jalgaoncell 4780001820

distance 0.294 · 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":4730004606}}}'

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.