Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003385

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

0.196

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003764

distance 0.196 · cross-district

#2 · Parbhanicell 4890004201

distance 0.215 · cross-district

#3 · Buldhanacell 4720007025

distance 0.249 · cross-district

#4 · Jalnacell 4790006644

distance 0.25 · cross-district

#5 · Parbhanicell 4890005359

distance 0.25 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690005898

distance 0.25 · cross-district

#7 · Parbhanicell 4890003701

distance 0.251 · cross-district

#8 · Solapurcell 4960001318

distance 0.251 · cross-district

#9 · Nagpurcell 4840004691

distance 0.252 · cross-district

#10 · Akolacell 4670000746

distance 0.256 · cross-district

#11 · Hingolicell 4770002681

distance 0.258

#12 · Parbhanicell 4890004669

distance 0.259 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690006993

distance 0.259 · cross-district

#14 · Buldhanacell 4720004966

distance 0.259 · cross-district

#15 · Buldhanacell 4720005594

distance 0.261 · cross-district

#16 · Parbhanicell 4890004804

distance 0.261 · cross-district

#17 · Hingolicell 4770002188

distance 0.263

#18 · Parbhanicell 4890003896

distance 0.263 · 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":4770003385}}}'

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.