Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006257

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

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005913

distance 0.252

#2 · Bhandaracell 4710001724

distance 0.305 · cross-district

#3 · Yavatmalcell 5000007563

distance 0.308 · cross-district

#4 · Nagpurcell 4840000326

distance 0.317 · cross-district

#5 · Yavatmalcell 5000006189

distance 0.319 · cross-district

#6 · Jalgaoncell 4780002827

distance 0.33 · cross-district

#7 · Chandrapurcell 4730006145

distance 0.332

#8 · Yavatmalcell 5000007115

distance 0.334 · cross-district

#9 · Chandrapurcell 4730005912

distance 0.335

#10 · Chandrapurcell 4730005685

distance 0.335

#11 · Jalgaoncell 4780000766

distance 0.336 · cross-district

#12 · Nagpurcell 4840006622

distance 0.337 · cross-district

#13 · Gondiacell 4760001189

distance 0.339 · cross-district

#14 · Nagpurcell 4840000155

distance 0.343 · cross-district

#15 · Bhandaracell 4710001824

distance 0.346 · cross-district

#16 · Chandrapurcell 4730006029

distance 0.35

#17 · Yavatmalcell 5000006715

distance 0.354 · cross-district

#18 · Jalgaoncell 4780000573

distance 0.356 · 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":4730006257}}}'

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.