Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005877

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.481

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005995

distance 0.481

#2 · Nagpurcell 4840008016

distance 0.548 · cross-district

#3 · Nandurbarcell 4860005050

distance 0.552 · cross-district

#4 · Nagpurcell 4840007610

distance 0.553 · cross-district

#5 · Nandurbarcell 4860004975

distance 0.628 · cross-district

#6 · Gondiacell 4760000539

distance 0.639 · cross-district

#7 · Gondiacell 4760000486

distance 0.64 · cross-district

#8 · Nagpurcell 4840008204

distance 0.641 · cross-district

#9 · Gadchirolicell 4750000020

distance 0.659 · cross-district

#10 · Nagpurcell 4840001269

distance 0.665 · cross-district

#11 · Gondiacell 4760000592

distance 0.676 · cross-district

#12 · Gadchirolicell 4750000018

distance 0.702 · cross-district

#13 · Chandrapurcell 4730005770

distance 0.73

#14 · Nandedcell 4850001990

distance 0.732 · cross-district

#15 · Gadchirolicell 4750000021

distance 0.734 · cross-district

#16 · Gadchirolicell 4750000019

distance 0.736 · cross-district

#17 · Nagpurcell 4840000980

distance 0.746 · cross-district

#18 · Dhulecell 4740003679

distance 0.754 · 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":4730005877}}}'

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.