Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002517

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.285

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002650

distance 0.285

#2 · Hingolicell 4770002312

distance 0.321

#3 · Hingolicell 4770002235

distance 0.331

#4 · Hingolicell 4770002191

distance 0.334

#5 · Jalgaoncell 4780003619

distance 0.338 · cross-district

#6 · Hingolicell 4770002315

distance 0.343

#7 · Amravaticell 4680002112

distance 0.353 · cross-district

#8 · Amravaticell 4680002127

distance 0.354 · cross-district

#9 · Hingolicell 4770002115

distance 0.356

#10 · Jalgaoncell 4780006064

distance 0.359 · cross-district

#11 · Amravaticell 4680004310

distance 0.364 · cross-district

#12 · Chandrapurcell 4730001553

distance 0.369 · cross-district

#13 · Nandedcell 4850007526

distance 0.371 · cross-district

#14 · Hingolicell 4770002118

distance 0.372

#15 · Buldhanacell 4720006786

distance 0.373 · cross-district

#16 · Jalnacell 4790000314

distance 0.373 · cross-district

#17 · Nandedcell 4850007996

distance 0.373 · cross-district

#18 · Hingolicell 4770002786

distance 0.375

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":4770002517}}}'

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.