Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007003

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 14 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.462

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960012406

distance 0.462 · cross-district

#2 · Nandedcell 4850007473

distance 0.462

#3 · Punecell 4900001089

distance 0.517 · cross-district

#4 · Nandedcell 4850003058

distance 0.525

#5 · Sanglicell 4930000537

distance 0.54 · cross-district

#6 · Punecell 4900003625

distance 0.576 · cross-district

#7 · Jalgaoncell 4780004578

distance 0.579 · cross-district

#8 · Ahmednagarcell 4660011989

distance 0.595 · cross-district

#9 · Dhulecell 4740005109

distance 0.604 · cross-district

#10 · Kolhapurcell 4800005627

distance 0.608 · cross-district

#11 · Kolhapurcell 4800004766

distance 0.61 · cross-district

#12 · Sataracell 4940008115

distance 0.611 · cross-district

#13 · Akolacell 4670003948

distance 0.613 · cross-district

#14 · Kolhapurcell 4800004770

distance 0.623 · cross-district

#15 · Nandurbarcell 4860000358

distance 0.624 · cross-district

#16 · Jalnacell 4790001794

distance 0.626 · cross-district

#17 · Washimcell 4990001207

distance 0.627 · cross-district

#18 · Yavatmalcell 5000000552

distance 0.628 · 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":4850007003}}}'

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.