Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002475

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002748

distance 0.125

#2 · Hingolicell 4770002827

distance 0.196

#3 · Hingolicell 4770002466

distance 0.206

#4 · Parbhanicell 4890005319

distance 0.211 · cross-district

#5 · Buldhanacell 4720005643

distance 0.213 · cross-district

#6 · Parbhanicell 4890004926

distance 0.215 · cross-district

#7 · Parbhanicell 4890004925

distance 0.217 · cross-district

#8 · Buldhanacell 4720003816

distance 0.217 · cross-district

#9 · Hingolicell 4770002908

distance 0.218

#10 · Parbhanicell 4890005348

distance 0.222 · cross-district

#11 · Hingolicell 4770001677

distance 0.225

#12 · Parbhanicell 4890004391

distance 0.227 · cross-district

#13 · Hingolicell 4770002966

distance 0.231

#14 · Parbhanicell 4890005419

distance 0.242 · cross-district

#15 · Parbhanicell 4890005435

distance 0.242 · cross-district

#16 · Solapurcell 4960010828

distance 0.242 · cross-district

#17 · Parbhanicell 4890005417

distance 0.243 · cross-district

#18 · Buldhanacell 4720005225

distance 0.254 · 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":4770002475}}}'

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.