Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008502

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.251

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980000518

distance 0.251 · cross-district

#2 · Yavatmalcell 5000007077

distance 0.258 · cross-district

#3 · Nandedcell 4850009106

distance 0.29 · cross-district

#4 · Bhandaracell 4710000851

distance 0.298 · cross-district

#5 · Nagpurcell 4840000517

distance 0.299 · cross-district

#6 · Nagpurcell 4840002080

distance 0.3 · cross-district

#7 · Wardhacell 4980000508

distance 0.302 · cross-district

#8 · Yavatmalcell 5000008959

distance 0.308 · cross-district

#9 · Chandrapurcell 4730003012

distance 0.315

#10 · Wardhacell 4980000455

distance 0.316 · cross-district

#11 · Nagpurcell 4840002171

distance 0.322 · cross-district

#12 · Nagpurcell 4840000312

distance 0.325 · cross-district

#13 · Jalgaoncell 4780005650

distance 0.325 · cross-district

#14 · Wardhacell 4980000385

distance 0.325 · cross-district

#15 · Yavatmalcell 5000006687

distance 0.326 · cross-district

#16 · Yavatmalcell 5000006513

distance 0.327 · cross-district

#17 · Yavatmalcell 5000003537

distance 0.328 · cross-district

#18 · Wardhacell 4980000454

distance 0.328 · 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":4730008502}}}'

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.