Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006587

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007940

distance 0.216

#2 · Wardhacell 4980000902

distance 0.228 · cross-district

#3 · Wardhacell 4980000098

distance 0.251 · cross-district

#4 · Yavatmalcell 5000006657

distance 0.254 · cross-district

#5 · Nagpurcell 4840000592

distance 0.256 · cross-district

#6 · Nagpurcell 4840006008

distance 0.257 · cross-district

#7 · Wardhacell 4980000373

distance 0.262 · cross-district

#8 · Wardhacell 4980001661

distance 0.265 · cross-district

#9 · Beedcell 4700006982

distance 0.266 · cross-district

#10 · Nandedcell 4850009053

distance 0.268 · cross-district

#11 · Wardhacell 4980000499

distance 0.269 · cross-district

#12 · Wardhacell 4980000810

distance 0.271 · cross-district

#13 · Yavatmalcell 5000004567

distance 0.275 · cross-district

#14 · Chandrapurcell 4730006947

distance 0.275

#15 · Nagpurcell 4840005982

distance 0.277 · cross-district

#16 · Yavatmalcell 5000010845

distance 0.278 · cross-district

#17 · Yavatmalcell 5000009711

distance 0.282 · cross-district

#18 · Wardhacell 4980001268

distance 0.286 · 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":4730006587}}}'

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.