Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003537

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.482

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780005208

distance 0.482 · cross-district

#2 · Jalgaoncell 4780005473

distance 0.485 · cross-district

#3 · Beedcell 4700005697

distance 0.529 · cross-district

#4 · Nagpurcell 4840005214

distance 0.564 · cross-district

#5 · Dhulecell 4740000766

distance 0.573 · cross-district

#6 · Akolacell 4670002079

distance 0.597 · cross-district

#7 · Jalgaoncell 4780008795

distance 0.625 · cross-district

#8 · Amravaticell 4680007070

distance 0.641 · cross-district

#9 · Parbhanicell 4890002849

distance 0.648 · cross-district

#10 · Buldhanacell 4720005826

distance 0.649 · cross-district

#11 · Nagpurcell 4840004489

distance 0.652 · cross-district

#12 · Akolacell 4670002230

distance 0.655 · cross-district

#13 · Chandrapurcell 4730003047

distance 0.656

#14 · Chhatrapati Sambhajinagarcell 4690002483

distance 0.656 · cross-district

#15 · Buldhanacell 4720007872

distance 0.657 · cross-district

#16 · Jalgaoncell 4780008589

distance 0.658 · cross-district

#17 · Jalnacell 4790003957

distance 0.661 · cross-district

#18 · Nagpurcell 4840003466

distance 0.668 · 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":4730003537}}}'

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.