Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004884

The MH-36 locality cells most similar to this Nanded 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

0.324

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004667

distance 0.324

#2 · Nandedcell 4850005417

distance 0.327

#3 · Chandrapurcell 4730002449

distance 0.374 · cross-district

#4 · Nandedcell 4850004736

distance 0.392

#5 · Nandedcell 4850004950

distance 0.419

#6 · Parbhanicell 4890002207

distance 0.434 · cross-district

#7 · Nandedcell 4850004737

distance 0.435

#8 · Chandrapurcell 4730002976

distance 0.435 · cross-district

#9 · Jalgaoncell 4780005888

distance 0.436 · cross-district

#10 · Jalgaoncell 4780005744

distance 0.436 · cross-district

#11 · Chandrapurcell 4730004321

distance 0.436 · cross-district

#12 · Sataracell 4940003171

distance 0.436 · cross-district

#13 · Beedcell 4700001024

distance 0.444 · cross-district

#14 · Dhulecell 4740001374

distance 0.444 · cross-district

#15 · Amravaticell 4680002788

distance 0.445 · cross-district

#16 · Chandrapurcell 4730003044

distance 0.449 · cross-district

#17 · Kolhapurcell 4800004167

distance 0.454 · cross-district

#18 · Akolacell 4670002003

distance 0.455 · 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":485,"cluster_id":4850004884}}}'

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.