Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002090

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.415

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730000066

distance 0.415

#2 · Nandedcell 4850006589

distance 0.417 · cross-district

#3 · Yavatmalcell 5000001077

distance 0.418 · cross-district

#4 · Nagpurcell 4840005218

distance 0.423 · cross-district

#5 · Nagpurcell 4840007187

distance 0.428 · cross-district

#6 · Chandrapurcell 4730002309

distance 0.431

#7 · Yavatmalcell 5000002486

distance 0.434 · cross-district

#8 · Chandrapurcell 4730001412

distance 0.435

#9 · Jalgaoncell 4780009480

distance 0.442 · cross-district

#10 · Beedcell 4700003976

distance 0.447 · cross-district

#11 · Sataracell 4940000711

distance 0.45 · cross-district

#12 · Ahmednagarcell 4660011239

distance 0.452 · cross-district

#13 · Ahmednagarcell 4660014111

distance 0.455 · cross-district

#14 · Jalgaoncell 4780007916

distance 0.456 · cross-district

#15 · Jalgaoncell 4780004905

distance 0.46 · cross-district

#16 · Beedcell 4700008726

distance 0.461 · cross-district

#17 · Jalgaoncell 4780007311

distance 0.462 · cross-district

#18 · Ahmednagarcell 4660011400

distance 0.462 · 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":4730002090}}}'

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.