Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000857

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.312

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002310

distance 0.312

#2 · Hingolicell 4770002129

distance 0.347

#3 · Beedcell 4700005320

distance 0.393 · cross-district

#4 · Jalgaoncell 4780005738

distance 0.394 · cross-district

#5 · Jalnacell 4790004043

distance 0.416 · cross-district

#6 · Jalgaoncell 4780005617

distance 0.417 · cross-district

#7 · Yavatmalcell 5000010423

distance 0.436 · cross-district

#8 · Akolacell 4670000504

distance 0.437 · cross-district

#9 · Parbhanicell 4890002812

distance 0.44 · cross-district

#10 · Akolacell 4670001181

distance 0.443 · cross-district

#11 · Parbhanicell 4890000961

distance 0.444 · cross-district

#12 · Buldhanacell 4720005827

distance 0.448 · cross-district

#13 · Solapurcell 4960006771

distance 0.458 · cross-district

#14 · Yavatmalcell 5000005490

distance 0.47 · cross-district

#15 · Kolhapurcell 4800004106

distance 0.471 · cross-district

#16 · Hingolicell 4770002516

distance 0.471

#17 · Wardhacell 4980003059

distance 0.472 · cross-district

#18 · Dhulecell 4740004045

distance 0.472 · 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":4770000857}}}'

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.