Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008012

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

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008413

distance 0.21

#2 · Nagpurcell 4840004004

distance 0.238 · cross-district

#3 · Chandrapurcell 4730004107

distance 0.256

#4 · Chandrapurcell 4730006774

distance 0.258

#5 · Jalgaoncell 4780003075

distance 0.26 · cross-district

#6 · Chandrapurcell 4730008076

distance 0.262

#7 · Yavatmalcell 5000004104

distance 0.276 · cross-district

#8 · Chandrapurcell 4730007566

distance 0.289

#9 · Wardhacell 4980000516

distance 0.292 · cross-district

#10 · Chandrapurcell 4730008690

distance 0.294

#11 · Chandrapurcell 4730009129

distance 0.295

#12 · Chandrapurcell 4730007432

distance 0.297

#13 · Nagpurcell 4840006338

distance 0.298 · cross-district

#14 · Chandrapurcell 4730007912

distance 0.298

#15 · Chandrapurcell 4730008011

distance 0.299

#16 · Chandrapurcell 4730008292

distance 0.301

#17 · Wardhacell 4980000830

distance 0.301 · cross-district

#18 · Wardhacell 4980001474

distance 0.302 · 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":4730008012}}}'

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.