Bhārata Strata · Maharashtra · Akola · morphological twins

Places like cell 4670004239

The MH-36 locality cells most similar to this Akola 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

0.575

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003536

distance 0.575 · cross-district

#2 · Buldhanacell 4720006927

distance 0.577 · cross-district

#3 · Akolacell 4670004276

distance 0.588

#4 · Nagpurcell 4840003467

distance 0.606 · cross-district

#5 · Nagpurcell 4840003468

distance 0.623 · cross-district

#6 · Amravaticell 4680005746

distance 0.644 · cross-district

#7 · Jalnacell 4790003956

distance 0.647 · cross-district

#8 · Hingolicell 4770002376

distance 0.653 · cross-district

#9 · Nashikcell 4870002332

distance 0.673 · cross-district

#10 · Buldhanacell 4720004310

distance 0.673 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002689

distance 0.686 · cross-district

#12 · Buldhanacell 4720005757

distance 0.698 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002790

distance 0.699 · cross-district

#14 · Chandrapurcell 4730003180

distance 0.703 · cross-district

#15 · Raigadcell 4910005674

distance 0.704 · cross-district

#16 · Amravaticell 4680006770

distance 0.708 · cross-district

#17 · Jalgaoncell 4780005337

distance 0.727 · cross-district

#18 · Nagpurcell 4840004384

distance 0.735 · 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":467,"cluster_id":4670004239}}}'

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.