Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770004032

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 13 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850001501

distance 0.252 · cross-district

#2 · Hingolicell 4770000766

distance 0.282

#3 · Gadchirolicell 4750007003

distance 0.31 · cross-district

#4 · Nandedcell 4850007996

distance 0.319 · cross-district

#5 · Jalnacell 4790001335

distance 0.321 · cross-district

#6 · Nandedcell 4850007049

distance 0.325 · cross-district

#7 · Jalgaoncell 4780001663

distance 0.327 · cross-district

#8 · Kolhapurcell 4800005451

distance 0.331 · cross-district

#9 · Yavatmalcell 5000005053

distance 0.336 · cross-district

#10 · Beedcell 4700001154

distance 0.339 · cross-district

#11 · Parbhanicell 4890000855

distance 0.343 · cross-district

#12 · Laturcell 4810001496

distance 0.345 · cross-district

#13 · Chandrapurcell 4730001744

distance 0.345 · cross-district

#14 · Laturcell 4810002346

distance 0.349 · cross-district

#15 · Amravaticell 4680000399

distance 0.35 · cross-district

#16 · Sanglicell 4930003052

distance 0.355 · cross-district

#17 · Beedcell 4700003590

distance 0.355 · cross-district

#18 · Hingolicell 4770003839

distance 0.355

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":4770004032}}}'

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.