Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009384

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.406

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009446

distance 0.406

#2 · Jalgaoncell 4780000576

distance 0.408 · cross-district

#3 · Jalgaoncell 4780001442

distance 0.421 · cross-district

#4 · Nagpurcell 4840003464

distance 0.437 · cross-district

#5 · Nagpurcell 4840003758

distance 0.439 · cross-district

#6 · Jalgaoncell 4780001689

distance 0.448 · cross-district

#7 · Yavatmalcell 5000004941

distance 0.452 · cross-district

#8 · Nagpurcell 4840001509

distance 0.46 · cross-district

#9 · Yavatmalcell 5000005286

distance 0.46 · cross-district

#10 · Chandrapurcell 4730006440

distance 0.469

#11 · Nagpurcell 4840006013

distance 0.47 · cross-district

#12 · Ahmednagarcell 4660014606

distance 0.483 · cross-district

#13 · Gadchirolicell 4750003071

distance 0.486 · cross-district

#14 · Nagpurcell 4840003803

distance 0.486 · cross-district

#15 · Nagpurcell 4840003657

distance 0.488 · cross-district

#16 · Nagpurcell 4840004632

distance 0.488 · cross-district

#17 · Jalgaoncell 4780001652

distance 0.494 · cross-district

#18 · Bhandaracell 4710001573

distance 0.5 · 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":4730009384}}}'

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.