Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003604

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.308

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003429

distance 0.308 · cross-district

#2 · Parbhanicell 4890003010

distance 0.341 · cross-district

#3 · Jalgaoncell 4780005906

distance 0.353 · cross-district

#4 · Yavatmalcell 5000005970

distance 0.372 · cross-district

#5 · Nagpurcell 4840002605

distance 0.375 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000989

distance 0.377 · cross-district

#7 · Jalgaoncell 4780005205

distance 0.377 · cross-district

#8 · Yavatmalcell 5000009654

distance 0.379 · cross-district

#9 · Buldhanacell 4720006498

distance 0.385 · cross-district

#10 · Kolhapurcell 4800003875

distance 0.386 · cross-district

#11 · Jalgaoncell 4780007857

distance 0.387 · cross-district

#12 · Solapurcell 4960006676

distance 0.389 · cross-district

#13 · Chandrapurcell 4730001866

distance 0.394

#14 · Jalgaoncell 4780006690

distance 0.396 · cross-district

#15 · Jalgaoncell 4780005604

distance 0.398 · cross-district

#16 · Kolhapurcell 4800004959

distance 0.398 · cross-district

#17 · Ahmednagarcell 4660007803

distance 0.399 · cross-district

#18 · Kolhapurcell 4800003736

distance 0.401 · 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":4730003604}}}'

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.