Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009385

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.449

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003376

distance 0.449 · cross-district

#2 · Chandrapurcell 4730009325

distance 0.478

#3 · Nagpurcell 4840006721

distance 0.502 · cross-district

#4 · Chandrapurcell 4730009386

distance 0.548

#5 · Yavatmalcell 5000005116

distance 0.552 · cross-district

#6 · Chandrapurcell 4730005796

distance 0.65

#7 · Sanglicell 4930002841

distance 0.654 · cross-district

#8 · Ahmednagarcell 4660014348

distance 0.655 · cross-district

#9 · Nagpurcell 4840003959

distance 0.655 · cross-district

#10 · Nashikcell 4870007389

distance 0.656 · cross-district

#11 · Nagpurcell 4840001774

distance 0.658 · cross-district

#12 · Nagpurcell 4840003373

distance 0.677 · cross-district

#13 · Gadchirolicell 4750011754

distance 0.686 · cross-district

#14 · Gadchirolicell 4750010697

distance 0.687 · cross-district

#15 · Dhulecell 4740004944

distance 0.689 · cross-district

#16 · Jalgaoncell 4780001783

distance 0.692 · cross-district

#17 · Beedcell 4700003114

distance 0.706 · cross-district

#18 · Ahmednagarcell 4660013717

distance 0.714 · 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":4730009385}}}'

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.