Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003695

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.064

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003696

distance 0.064

#2 · Hingolicell 4770003748

distance 0.104

#3 · Hingolicell 4770003747

distance 0.126

#4 · Hingolicell 4770003643

distance 0.13

#5 · Buldhanacell 4720003269

distance 0.135 · cross-district

#6 · Buldhanacell 4720003344

distance 0.136 · cross-district

#7 · Washimcell 4990000517

distance 0.137 · cross-district

#8 · Buldhanacell 4720003421

distance 0.141 · cross-district

#9 · Buldhanacell 4720003343

distance 0.141 · cross-district

#10 · Beedcell 4700005289

distance 0.142 · cross-district

#11 · Buldhanacell 4720003501

distance 0.142 · cross-district

#12 · Buldhanacell 4720003737

distance 0.143 · cross-district

#13 · Hingolicell 4770003536

distance 0.143

#14 · Buldhanacell 4720003812

distance 0.145 · cross-district

#15 · Hingolicell 4770003874

distance 0.146

#16 · Akolacell 4670000336

distance 0.146 · cross-district

#17 · Solapurcell 4960005815

distance 0.15 · cross-district

#18 · Buldhanacell 4720003870

distance 0.151 · 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":4770003695}}}'

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.