Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002674

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002745

distance 0.113

#2 · Hingolicell 4770002750

distance 0.201

#3 · Parbhanicell 4890005421

distance 0.222 · cross-district

#4 · Hingolicell 4770002673

distance 0.222

#5 · Parbhanicell 4890005354

distance 0.232 · cross-district

#6 · Parbhanicell 4890005401

distance 0.239 · cross-district

#7 · Parbhanicell 4890005380

distance 0.243 · cross-district

#8 · Hingolicell 4770002749

distance 0.282

#9 · Nagpurcell 4840001482

distance 0.285 · cross-district

#10 · Nagpurcell 4840007524

distance 0.286 · cross-district

#11 · Parbhanicell 4890005403

distance 0.291 · cross-district

#12 · Parbhanicell 4890005018

distance 0.293 · cross-district

#13 · Nagpurcell 4840001399

distance 0.301 · cross-district

#14 · Parbhanicell 4890005351

distance 0.305 · cross-district

#15 · Parbhanicell 4890005422

distance 0.311 · cross-district

#16 · Nagpurcell 4840001321

distance 0.323 · cross-district

#17 · Beedcell 4700007164

distance 0.326 · cross-district

#18 · Parbhanicell 4890005462

distance 0.334 · 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":4770002674}}}'

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.