Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003182

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 15 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.426

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004332

distance 0.426 · cross-district

#2 · Beedcell 4700001054

distance 0.495 · cross-district

#3 · Sanglicell 4930000340

distance 0.496 · cross-district

#4 · Nandedcell 4850004666

distance 0.5 · cross-district

#5 · Akolacell 4670001747

distance 0.509 · cross-district

#6 · Gadchirolicell 4750009105

distance 0.535 · cross-district

#7 · Solapurcell 4960004753

distance 0.549 · cross-district

#8 · Kolhapurcell 4800004333

distance 0.555 · cross-district

#9 · Nagpurcell 4840004836

distance 0.576 · cross-district

#10 · Sataracell 4940000833

distance 0.577 · cross-district

#11 · Buldhanacell 4720006297

distance 0.578 · cross-district

#12 · Buldhanacell 4720005828

distance 0.588 · cross-district

#13 · Yavatmalcell 5000010094

distance 0.595 · cross-district

#14 · Jalgaoncell 4780005750

distance 0.597 · cross-district

#15 · Nashikcell 4870010710

distance 0.601 · cross-district

#16 · Beedcell 4700008420

distance 0.603 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003010

distance 0.607 · cross-district

#18 · Dhulecell 4740001081

distance 0.611 · 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":4730003182}}}'

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.