Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002273

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004719

distance 0.167 · cross-district

#2 · Amravaticell 4680008664

distance 0.181 · cross-district

#3 · Hingolicell 4770002682

distance 0.185

#4 · Parbhanicell 4890004736

distance 0.185 · cross-district

#5 · Amravaticell 4680002564

distance 0.193 · cross-district

#6 · Parbhanicell 4890004601

distance 0.195 · cross-district

#7 · Hingolicell 4770002916

distance 0.199

#8 · Solapurcell 4960002290

distance 0.2 · cross-district

#9 · Parbhanicell 4890004769

distance 0.202 · cross-district

#10 · Amravaticell 4680002027

distance 0.204 · cross-district

#11 · Solapurcell 4960003127

distance 0.207 · cross-district

#12 · Solapurcell 4960001534

distance 0.21 · cross-district

#13 · Buldhanacell 4720006476

distance 0.21 · cross-district

#14 · Solapurcell 4960002418

distance 0.211 · cross-district

#15 · Solapurcell 4960002039

distance 0.214 · cross-district

#16 · Buldhanacell 4720007614

distance 0.216 · cross-district

#17 · Solapurcell 4960001193

distance 0.217 · cross-district

#18 · Solapurcell 4960003672

distance 0.217 · 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":4770002273}}}'

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.