Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003145

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003134

distance 0.21

#2 · Hingolicell 4770003136

distance 0.297

#3 · Hingolicell 4770002900

distance 0.302

#4 · Parbhanicell 4890005237

distance 0.304 · cross-district

#5 · Hingolicell 4770002905

distance 0.305

#6 · Hingolicell 4770003146

distance 0.313

#7 · Hingolicell 4770003144

distance 0.317

#8 · Parbhanicell 4890005235

distance 0.318 · cross-district

#9 · Sataracell 4940002019

distance 0.319 · cross-district

#10 · Nagpurcell 4840003936

distance 0.325 · cross-district

#11 · Akolacell 4670003648

distance 0.325 · cross-district

#12 · Akolacell 4670000368

distance 0.335 · cross-district

#13 · Nagpurcell 4840000903

distance 0.341 · cross-district

#14 · Buldhanacell 4720004965

distance 0.343 · cross-district

#15 · Hingolicell 4770002081

distance 0.343

#16 · Sanglicell 4930005297

distance 0.344 · cross-district

#17 · Beedcell 4700007156

distance 0.344 · cross-district

#18 · Amravaticell 4680002639

distance 0.346 · 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":4770003145}}}'

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.