Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003214

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

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005480

distance 0.169 · cross-district

#2 · Buldhanacell 4720004741

distance 0.204 · cross-district

#3 · Buldhanacell 4720004667

distance 0.212 · cross-district

#4 · Buldhanacell 4720004519

distance 0.216 · cross-district

#5 · Buldhanacell 4720004517

distance 0.227 · cross-district

#6 · Amravaticell 4680003101

distance 0.23 · cross-district

#7 · Jalgaoncell 4780004889

distance 0.238 · cross-district

#8 · Beedcell 4700005567

distance 0.238 · cross-district

#9 · Nandedcell 4850009059

distance 0.244 · cross-district

#10 · Amravaticell 4680000950

distance 0.25 · cross-district

#11 · Hingolicell 4770003057

distance 0.251

#12 · Buldhanacell 4720004665

distance 0.252 · cross-district

#13 · Hingolicell 4770003215

distance 0.252

#14 · Buldhanacell 4720004518

distance 0.253 · cross-district

#15 · Amravaticell 4680003603

distance 0.254 · cross-district

#16 · Amravaticell 4680002001

distance 0.256 · cross-district

#17 · Solapurcell 4960003140

distance 0.257 · cross-district

#18 · Parbhanicell 4890005404

distance 0.257 · 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":4770003214}}}'

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.