Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003024

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.25

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003269

distance 0.25

#2 · Parbhanicell 4890005140

distance 0.315 · cross-district

#3 · Nagpurcell 4840005945

distance 0.332 · cross-district

#4 · Ahmednagarcell 4660013562

distance 0.344 · cross-district

#5 · Nagpurcell 4840005939

distance 0.354 · cross-district

#6 · Solapurcell 4960011584

distance 0.357 · cross-district

#7 · Hingolicell 4770002576

distance 0.357

#8 · Akolacell 4670004590

distance 0.358 · cross-district

#9 · Hingolicell 4770001522

distance 0.358

#10 · Parbhanicell 4890005016

distance 0.36 · cross-district

#11 · Hingolicell 4770001622

distance 0.361

#12 · Nagpurcell 4840006331

distance 0.362 · cross-district

#13 · Akolacell 4670004403

distance 0.363 · cross-district

#14 · Gondiacell 4760001871

distance 0.367 · cross-district

#15 · Ahmednagarcell 4660013563

distance 0.367 · cross-district

#16 · Gondiacell 4760003391

distance 0.369 · cross-district

#17 · Hingolicell 4770002432

distance 0.369

#18 · Parbhanicell 4890004959

distance 0.372 · 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":4770003024}}}'

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.