Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005995

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 4730005877

distance 0.481

#2 · Nandurbarcell 4860004975

distance 0.588 · cross-district

#3 · Gadchirolicell 4750000037

distance 0.617 · cross-district

#4 · Gadchirolicell 4750000036

distance 0.648 · cross-district

#5 · Nagpurcell 4840008204

distance 0.667 · cross-district

#6 · Gadchirolicell 4750000018

distance 0.672 · cross-district

#7 · Gadchirolicell 4750000020

distance 0.698 · cross-district

#8 · Nagpurcell 4840006934

distance 0.703 · cross-district

#9 · Gondiacell 4760000536

distance 0.704 · cross-district

#10 · Gadchirolicell 4750000035

distance 0.734 · cross-district

#11 · Nandurbarcell 4860005053

distance 0.743 · cross-district

#12 · Nagpurcell 4840001571

distance 0.757 · cross-district

#13 · Nagpurcell 4840008016

distance 0.778 · cross-district

#14 · Dhulecell 4740003679

distance 0.789 · cross-district

#15 · Nandurbarcell 4860005050

distance 0.792 · cross-district

#16 · Nagpurcell 4840007746

distance 0.817 · cross-district

#17 · Gadchirolicell 4750000021

distance 0.817 · cross-district

#18 · Wardhacell 4980000675

distance 0.827 · 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":4730005995}}}'

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.