Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000135

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000192

distance 0.19

#2 · Parbhanicell 4890002530

distance 0.203 · cross-district

#3 · Jalnacell 4790000409

distance 0.206 · cross-district

#4 · Hingolicell 4770000641

distance 0.215

#5 · Ahmednagarcell 4660008907

distance 0.217 · cross-district

#6 · Parbhanicell 4890002204

distance 0.218 · cross-district

#7 · Washimcell 4990000176

distance 0.218 · cross-district

#8 · Hingolicell 4770001445

distance 0.222

#9 · Solapurcell 4960003697

distance 0.223 · cross-district

#10 · Solapurcell 4960005234

distance 0.225 · cross-district

#11 · Beedcell 4700005004

distance 0.226 · cross-district

#12 · Nandedcell 4850007328

distance 0.228 · cross-district

#13 · Hingolicell 4770003703

distance 0.228

#14 · Jalgaoncell 4780003188

distance 0.229 · cross-district

#15 · Hingolicell 4770001144

distance 0.232

#16 · Hingolicell 4770000507

distance 0.234

#17 · Amravaticell 4680000209

distance 0.234 · cross-district

#18 · Washimcell 4990002722

distance 0.236 · 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":4770000135}}}'

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.