Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006005

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005265

distance 0.19

#2 · Laturcell 4810003205

distance 0.267 · cross-district

#3 · Nandedcell 4850004869

distance 0.293

#4 · Laturcell 4810005427

distance 0.303 · cross-district

#5 · Nandedcell 4850005773

distance 0.307

#6 · Dhulecell 4740000872

distance 0.308 · cross-district

#7 · Nandedcell 4850005332

distance 0.314

#8 · Chandrapurcell 4730003311

distance 0.318 · cross-district

#9 · Parbhanicell 4890003251

distance 0.319 · cross-district

#10 · Nandedcell 4850004115

distance 0.323

#11 · Nandedcell 4850004734

distance 0.323

#12 · Parbhanicell 4890000891

distance 0.324 · cross-district

#13 · Laturcell 4810001597

distance 0.325 · cross-district

#14 · Chandrapurcell 4730003382

distance 0.33 · cross-district

#15 · Kolhapurcell 4800004017

distance 0.331 · cross-district

#16 · Parbhanicell 4890002763

distance 0.333 · cross-district

#17 · Sanglicell 4930000169

distance 0.333 · cross-district

#18 · Ahmednagarcell 4660008574

distance 0.333 · 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":4850006005}}}'

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.