Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002010

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

0.564

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760003681

distance 0.564 · cross-district

#2 · Beedcell 4700004147

distance 0.659 · cross-district

#3 · Yavatmalcell 5000010737

distance 0.683 · cross-district

#4 · Laturcell 4810000966

distance 0.689 · cross-district

#5 · Jalgaoncell 4780003926

distance 0.694 · cross-district

#6 · Wardhacell 4980004237

distance 0.696 · cross-district

#7 · Nagpurcell 4840004698

distance 0.706 · cross-district

#8 · Nagpurcell 4840003094

distance 0.732 · cross-district

#9 · Akolacell 4670004277

distance 0.737 · cross-district

#10 · Nandurbarcell 4860002476

distance 0.739 · cross-district

#11 · Sataracell 4940001240

distance 0.739 · cross-district

#12 · Parbhanicell 4890004169

distance 0.742 · cross-district

#13 · Punecell 4900002474

distance 0.746 · cross-district

#14 · Sataracell 4940008724

distance 0.752 · cross-district

#15 · Jalgaoncell 4780005741

distance 0.754 · cross-district

#16 · Wardhacell 4980000881

distance 0.756 · cross-district

#17 · Buldhanacell 4720005826

distance 0.76 · cross-district

#18 · Jalgaoncell 4780005340

distance 0.77 · 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":4730002010}}}'

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.