Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000246

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004531

distance 0.18 · cross-district

#2 · Nandedcell 4850005768

distance 0.233 · cross-district

#3 · Nandedcell 4850004988

distance 0.25 · cross-district

#4 · Parbhanicell 4890001463

distance 0.254 · cross-district

#5 · Laturcell 4810003069

distance 0.276 · cross-district

#6 · Laturcell 4810003478

distance 0.291 · cross-district

#7 · Laturcell 4810003105

distance 0.292 · cross-district

#8 · Nandedcell 4850005327

distance 0.295 · cross-district

#9 · Nandedcell 4850005890

distance 0.298 · cross-district

#10 · Nandedcell 4850002325

distance 0.298 · cross-district

#11 · Nandedcell 4850005126

distance 0.299 · cross-district

#12 · Ahmednagarcell 4660009422

distance 0.301 · cross-district

#13 · Beedcell 4700008832

distance 0.303 · cross-district

#14 · Beedcell 4700008218

distance 0.305 · cross-district

#15 · Nandedcell 4850005613

distance 0.308 · cross-district

#16 · Nandedcell 4850003345

distance 0.309 · cross-district

#17 · Sataracell 4940003631

distance 0.313 · cross-district

#18 · Kolhapurcell 4800004180

distance 0.316 · 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":4770000246}}}'

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.