Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000398

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

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002132

distance 0.173 · cross-district

#2 · Nandedcell 4850002290

distance 0.195 · cross-district

#3 · Washimcell 4990002058

distance 0.202 · cross-district

#4 · Washimcell 4990001506

distance 0.209 · cross-district

#5 · Jalgaoncell 4780006021

distance 0.213 · cross-district

#6 · Washimcell 4990001083

distance 0.217 · cross-district

#7 · Washimcell 4990001683

distance 0.222 · cross-district

#8 · Solapurcell 4960004098

distance 0.227 · cross-district

#9 · Beedcell 4700008446

distance 0.238 · cross-district

#10 · Chandrapurcell 4730002009

distance 0.241 · cross-district

#11 · Beedcell 4700001025

distance 0.248 · cross-district

#12 · Nandedcell 4850007259

distance 0.249 · cross-district

#13 · Nandedcell 4850001597

distance 0.251 · cross-district

#14 · Nandedcell 4850006676

distance 0.253 · cross-district

#15 · Beedcell 4700004923

distance 0.254 · cross-district

#16 · Chandrapurcell 4730004414

distance 0.257 · cross-district

#17 · Jalnacell 4790003472

distance 0.258 · cross-district

#18 · Laturcell 4810002696

distance 0.261 · 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":4770000398}}}'

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.