Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003047

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 13 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.531

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004489

distance 0.531 · cross-district

#2 · Chandrapurcell 4730002576

distance 0.567

#3 · Beedcell 4700005697

distance 0.64 · cross-district

#4 · Chandrapurcell 4730003537

distance 0.656

#5 · Parbhanicell 4890003012

distance 0.693 · cross-district

#6 · Laturcell 4810003114

distance 0.708 · cross-district

#7 · Nagpurcell 4840003466

distance 0.726 · cross-district

#8 · Nagpurcell 4840003372

distance 0.73 · cross-district

#9 · Jalgaoncell 4780005208

distance 0.731 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002584

distance 0.735 · cross-district

#11 · Buldhanacell 4720003019

distance 0.741 · cross-district

#12 · Akolacell 4670002230

distance 0.75 · cross-district

#13 · Solapurcell 4960005513

distance 0.759 · cross-district

#14 · Dhulecell 4740000766

distance 0.763 · cross-district

#15 · Nagpurcell 4840007355

distance 0.774 · cross-district

#16 · Nandedcell 4850004604

distance 0.784 · cross-district

#17 · Dharashivcell 4880002990

distance 0.787 · cross-district

#18 · Chandrapurcell 4730001593

distance 0.797

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":4730003047}}}'

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.