Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002127

The MH-36 locality cells most similar to this Hingoli 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

0.373

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005286

distance 0.373 · cross-district

#2 · Hingolicell 4770002720

distance 0.393

#3 · Buldhanacell 4720004316

distance 0.394 · cross-district

#4 · Hingolicell 4770002650

distance 0.402

#5 · Akolacell 4670003444

distance 0.418 · cross-district

#6 · Akolacell 4670004328

distance 0.424 · cross-district

#7 · Jalgaoncell 4780005211

distance 0.43 · cross-district

#8 · Buldhanacell 4720007840

distance 0.446 · cross-district

#9 · Parbhanicell 4890004301

distance 0.446 · cross-district

#10 · Buldhanacell 4720007862

distance 0.449 · cross-district

#11 · Ahmednagarcell 4660011416

distance 0.45 · cross-district

#12 · Chandrapurcell 4730004001

distance 0.451 · cross-district

#13 · Laturcell 4810003261

distance 0.457 · cross-district

#14 · Akolacell 4670003598

distance 0.458 · cross-district

#15 · Jalnacell 4790002000

distance 0.459 · cross-district

#16 · Buldhanacell 4720003802

distance 0.46 · cross-district

#17 · Dharashivcell 4880000197

distance 0.463 · cross-district

#18 · Nandedcell 4850002209

distance 0.463 · 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":477,"cluster_id":4770002127}}}'

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.