Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002555

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002612

distance 0.132

#2 · Parbhanicell 4890004946

distance 0.174 · cross-district

#3 · Parbhanicell 4890005058

distance 0.182 · cross-district

#4 · Hingolicell 4770002279

distance 0.183

#5 · Hingolicell 4770002917

distance 0.185

#6 · Parbhanicell 4890005398

distance 0.189 · cross-district

#7 · Hingolicell 4770002546

distance 0.19

#8 · Solapurcell 4960001429

distance 0.202 · cross-district

#9 · Hingolicell 4770002479

distance 0.204

#10 · Hingolicell 4770002212

distance 0.205

#11 · Hingolicell 4770002683

distance 0.211

#12 · Parbhanicell 4890004995

distance 0.212 · cross-district

#13 · Solapurcell 4960001309

distance 0.215 · cross-district

#14 · Parbhanicell 4890004968

distance 0.22 · cross-district

#15 · Solapurcell 4960002563

distance 0.222 · cross-district

#16 · Buldhanacell 4720003517

distance 0.226 · cross-district

#17 · Parbhanicell 4890005207

distance 0.227 · cross-district

#18 · Solapurcell 4960001658

distance 0.228 · 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":4770002555}}}'

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.