Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000028

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850006258

distance 0.1 · cross-district

#2 · Hingolicell 4770000301

distance 0.132

#3 · Nandedcell 4850005404

distance 0.156 · cross-district

#4 · Nandedcell 4850003346

distance 0.16 · cross-district

#5 · Nandedcell 4850005304

distance 0.19 · cross-district

#6 · Laturcell 4810004915

distance 0.198 · cross-district

#7 · Hingolicell 4770000289

distance 0.198

#8 · Nandedcell 4850003182

distance 0.202 · cross-district

#9 · Nandedcell 4850005470

distance 0.204 · cross-district

#10 · Nandedcell 4850005048

distance 0.205 · cross-district

#11 · Parbhanicell 4890001611

distance 0.207 · cross-district

#12 · Nandedcell 4850004920

distance 0.208 · cross-district

#13 · Nandedcell 4850003430

distance 0.21 · cross-district

#14 · Nandedcell 4850003522

distance 0.211 · cross-district

#15 · Nandedcell 4850006535

distance 0.217 · cross-district

#16 · Yavatmalcell 5000000338

distance 0.218 · cross-district

#17 · Hingolicell 4770000014

distance 0.218

#18 · Nandedcell 4850002229

distance 0.219 · 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":4770000028}}}'

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.