Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000258

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

0.331

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005540

distance 0.331 · cross-district

#2 · Nandedcell 4850005269

distance 0.39 · cross-district

#3 · Kolhapurcell 4800004590

distance 0.402 · cross-district

#4 · Kolhapurcell 4800004097

distance 0.41 · cross-district

#5 · Ahmednagarcell 4660004043

distance 0.414 · cross-district

#6 · Nandedcell 4850004464

distance 0.417 · cross-district

#7 · Nandedcell 4850006004

distance 0.421 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002344

distance 0.423 · cross-district

#9 · Hingolicell 4770000257

distance 0.432

#10 · Hingolicell 4770000185

distance 0.435

#11 · Laturcell 4810003479

distance 0.442 · cross-district

#12 · Sanglicell 4930000427

distance 0.444 · cross-district

#13 · Nandedcell 4850005692

distance 0.447 · cross-district

#14 · Nandedcell 4850004803

distance 0.449 · cross-district

#15 · Ahmednagarcell 4660004172

distance 0.458 · cross-district

#16 · Kolhapurcell 4800004408

distance 0.463 · cross-district

#17 · Beedcell 4700005456

distance 0.466 · cross-district

#18 · Jalnacell 4790001235

distance 0.468 · 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":4770000258}}}'

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.