Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001939

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680005249

distance 0.242 · cross-district

#2 · Hingolicell 4770002533

distance 0.267

#3 · Solapurcell 4960010213

distance 0.278 · cross-district

#4 · Gondiacell 4760002429

distance 0.279 · cross-district

#5 · Hingolicell 4770002000

distance 0.298

#6 · Buldhanacell 4720005809

distance 0.307 · cross-district

#7 · Bhandaracell 4710003587

distance 0.308 · cross-district

#8 · Buldhanacell 4720004064

distance 0.309 · cross-district

#9 · Hingolicell 4770001822

distance 0.31

#10 · Akolacell 4670001607

distance 0.311 · cross-district

#11 · Solapurcell 4960001205

distance 0.314 · cross-district

#12 · Akolacell 4670002093

distance 0.314 · cross-district

#13 · Buldhanacell 4720005634

distance 0.315 · cross-district

#14 · Hingolicell 4770003356

distance 0.317

#15 · Buldhanacell 4720003335

distance 0.318 · cross-district

#16 · Solapurcell 4960009218

distance 0.321 · cross-district

#17 · Gondiacell 4760000843

distance 0.321 · cross-district

#18 · Jalnacell 4790000447

distance 0.322 · 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":4770001939}}}'

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.